diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2eed7a6017331a43639825c156781cfaf70314f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:21.117102+00:00", + "ended_at": "2026-05-19T16:24:24.747889+00:00", + "elapsed_ms": 3630.74, + "returncode": 1, + "prompt_metrics": { + "chars": 21823, + "bytes_utf8": 21823, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f31ea1234d422507a925ff289c50b4160106f083 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:25.750808+00:00", + "ended_at": "2026-05-19T16:24:28.974826+00:00", + "elapsed_ms": 3223.95, + "returncode": 1, + "prompt_metrics": { + "chars": 21823, + "bytes_utf8": 21823, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9af599a7483fc8db7566740d232f9fa2ec81ef8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=is_parking_sensors, condition_col=is_rear_window_wiper.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "is_parking_sensors", + "condition_col": "is_rear_window_wiper", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9af599a7483fc8db7566740d232f9fa2ec81ef8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=is_parking_sensors, condition_col=is_rear_window_wiper.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "is_parking_sensors", + "condition_col": "is_rear_window_wiper", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d50455db7aa74d360e17c46dd8f5540de2ed0a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-74e9-77b0-ab36-514ad89a1810"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d097245051b30d4f1b5af7be114ffb8f1a5e56d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-74e9-77b0-ab36-514ad89a1810"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad3a4fa4cf50c578e69a008361484c78d77e3ea2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-873a-74e1-8890-c5ec882b5dfb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..176ef0e9ac2fa1cfe00be383c6ceaaf02501aa51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-873a-74e1-8890-c5ec882b5dfb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1057e7a18a995ee35a0b484d25231bbc743b27f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/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": "2026-05-19T16:18:42.333599+00:00", + "ended_at": "2026-05-19T16:18:45.621079+00:00", + "elapsed_ms": 3287.45, + "returncode": 1, + "prompt_metrics": { + "chars": 22157, + "bytes_utf8": 22157, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..115f21efaaa3327b15e4c2c72f4ec7fa004eb917 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/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": "2026-05-19T16:18:46.623795+00:00", + "ended_at": "2026-05-19T16:18:49.841231+00:00", + "elapsed_ms": 3217.38, + "returncode": 1, + "prompt_metrics": { + "chars": 22157, + "bytes_utf8": 22157, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b65c2b7713f078c0dcbc1d6dd19789563bbb7b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_driver_seat_height_adjustable, measure_col=population_density.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b65c2b7713f078c0dcbc1d6dd19789563bbb7b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_driver_seat_height_adjustable, measure_col=population_density.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_driver_seat_height_adjustable", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2477b3981e53346f189b5d8f4394b7da2838f957 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4916-7a80-92aa-bb363d96ab2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73bfc9404f8438332b0ca0a707a5ddba2d582ce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-4916-7a80-92aa-bb363d96ab2a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9818e4e4f3e4cbd3c22195f46df9c1132009c591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-59db-7d40-ab2d-3b241e85ae88"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb7b537dd21dedf2812ba7add718ccfc342ac17c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-59db-7d40-ab2d-3b241e85ae88"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94ca869c73b4e4053e9f0b68ac89df36f6161ba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/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": "2026-05-19T16:12:59.787809+00:00", + "ended_at": "2026-05-19T16:13:02.998073+00:00", + "elapsed_ms": 3210.23, + "returncode": 1, + "prompt_metrics": { + "chars": 21963, + "bytes_utf8": 21963, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6be6ee810a9217dd62f286ca602efc4bb1069703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/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": "2026-05-19T16:13:04.001807+00:00", + "ended_at": "2026-05-19T16:13:06.940706+00:00", + "elapsed_ms": 2938.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21963, + "bytes_utf8": 21963, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfb4bfeb6f9422daceb216957e7684eaf9f4dda3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_central_locking, measure_col=make.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "make", + "item_col": "population_density", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfb4bfeb6f9422daceb216957e7684eaf9f4dda3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_central_locking, measure_col=make.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "make", + "item_col": "population_density", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..baa8019740c4ce558d0cce70c8be16ad62dfd7b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0ef9-7621-92ac-c42f7e0edacf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06fe9e8e20925a6e1745636d8a580671b7b5e270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-0ef9-7621-92ac-c42f7e0edacf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79a14f77b20390ed1fb2a9dd6b0217676fa4aaee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1f7b-74d1-903e-7da4ab766bcc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0be6e237fec776d47de28e7af803fd0c13347449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-1f7b-74d1-903e-7da4ab766bcc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c88c239eeca06e9c22fe51f0e0c33cf3b1470381 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/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": "2026-05-19T16:18:03.437120+00:00", + "ended_at": "2026-05-19T16:18:08.853283+00:00", + "elapsed_ms": 5416.11, + "returncode": 1, + "prompt_metrics": { + "chars": 22124, + "bytes_utf8": 22124, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..478abbb65b7e6a34155ab40cfe7af33bd3536e79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/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": "2026-05-19T16:18:09.855770+00:00", + "ended_at": "2026-05-19T16:18:13.826807+00:00", + "elapsed_ms": 3970.99, + "returncode": 1, + "prompt_metrics": { + "chars": 22124, + "bytes_utf8": 22124, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb13ba15a900e2791b7277b8463b3b28f3b6d22f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_power_door_locks, measure_col=policy_tenure.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_power_door_locks", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb13ba15a900e2791b7277b8463b3b28f3b6d22f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_power_door_locks, measure_col=policy_tenure.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_power_door_locks", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0afbe028e0c9b24b217cae4ef90ec8fd684b2154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b196-7b93-afdd-ae0874e45521"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba13c792e8ba7eaabe8b3c9ecd53b577afef5af9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-b196-7b93-afdd-ae0874e45521"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b857da9a023e4d8ca8b0fd145a600514c227ea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-caad-71d2-a39e-f5ac79ccf9c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cc2a116fdf99ef4358a9a5bce24c851abc30ce7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-caad-71d2-a39e-f5ac79ccf9c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6ad4a86d6e8e37833f83e061d95fcb2b43e4ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:40.978461+00:00", + "ended_at": "2026-05-19T16:29:44.284126+00:00", + "elapsed_ms": 3305.61, + "returncode": 1, + "prompt_metrics": { + "chars": 21627, + "bytes_utf8": 21627, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73fe72e69695a44550a9d6f09aeaa9600382efed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:45.286922+00:00", + "ended_at": "2026-05-19T16:29:48.770478+00:00", + "elapsed_ms": 3483.49, + "returncode": 1, + "prompt_metrics": { + "chars": 21627, + "bytes_utf8": 21627, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38b0d516a56ce8707efd892b746a9bbbf2b4a270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=max_torque, measure_col=ncap_rating.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_torque", + "measure_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38b0d516a56ce8707efd892b746a9bbbf2b4a270 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=max_torque, measure_col=ncap_rating.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "max_torque", + "measure_col": "ncap_rating", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..691d444ccf790ae1bbb5ae4900ff08ca0c50e151 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5653-73f3-bbdb-6ec849768bac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede7a5f9de0e8d50514a40a5accf312872bed8a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-5653-73f3-bbdb-6ec849768bac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..649caf53c2d8f11f18f82cb2af80f3fe3d51768c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-674c-75f0-9373-b0fb8ff8d9e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..30858172a569ba242ee23761cb0c72c30edf29c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4112-674c-75f0-9373-b0fb8ff8d9e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be04d8e2dabe4b162269e9038bd49eff8a27b170 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:45.260047+00:00", + "ended_at": "2026-05-19T16:30:48.320857+00:00", + "elapsed_ms": 3060.76, + "returncode": 1, + "prompt_metrics": { + "chars": 21637, + "bytes_utf8": 21637, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fee52801463ac46f974ea67ccc8a969fda2fb36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:49.359470+00:00", + "ended_at": "2026-05-19T16:30:52.774536+00:00", + "elapsed_ms": 3415.0, + "returncode": 1, + "prompt_metrics": { + "chars": 21637, + "bytes_utf8": 21637, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c122990c804cedca8096b7acbee15c0f669215f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=is_esc, measure_col=population_density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "is_esc", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c122990c804cedca8096b7acbee15c0f669215f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=is_esc, measure_col=population_density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "is_esc", + "measure_col": "population_density", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26bd46e1ec45ebc2d45fc166ea5c53aac378cfff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-5170-7763-a26e-ba23f6633ebd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87be24ddca33799ab4a3fb7fa194da52402534d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-5170-7763-a26e-ba23f6633ebd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c690f4ae5fc916918742cbcf889bfceb85867c48 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-6169-7540-813c-8de3c44ba3c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e84d2cbbbef72ced1916066304e4eec18448db24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-6169-7540-813c-8de3c44ba3c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ef55df03e665b1297d078db9ee2de70df07d7df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/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": "2026-05-19T16:12:37.444589+00:00", + "ended_at": "2026-05-19T16:12:41.147458+00:00", + "elapsed_ms": 3702.83, + "returncode": 1, + "prompt_metrics": { + "chars": 21990, + "bytes_utf8": 21990, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..546bdfaefc73b2eb23f109d2152cb0613d098ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/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": "2026-05-19T16:12:42.150275+00:00", + "ended_at": "2026-05-19T16:12:45.010583+00:00", + "elapsed_ms": 2860.26, + "returncode": 1, + "prompt_metrics": { + "chars": 21990, + "bytes_utf8": 21990, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55916c011c7d365fd5442669a1ae35e64a7480dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_brake_assist, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_brake_assist", + "measure_col": "age_of_policyholder", + "item_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..55916c011c7d365fd5442669a1ae35e64a7480dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_brake_assist, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_brake_assist", + "measure_col": "age_of_policyholder", + "item_col": "age_of_policyholder", + "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": 0.509615, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fee7f43ade33d29ba2abc7c67ab94a1e309a2a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-b7c2-7590-a5ef-912bda2ff7a6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..568e3a2496968255b467cd8be454d4ddc3b9f596 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-b7c2-7590-a5ef-912bda2ff7a6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff63e38bd1b46d41174244e437aef0ef7a1dfcb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ca40-7933-a12b-58f4401f2d9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4a4efcbb4417557e12fa6265d7740693a6f7a51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-ca40-7933-a12b-58f4401f2d9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34eb70f8dd0c39b453373d713f3a825a1a076fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:29.190609+00:00", + "ended_at": "2026-05-19T16:30:32.672972+00:00", + "elapsed_ms": 3482.31, + "returncode": 1, + "prompt_metrics": { + "chars": 21637, + "bytes_utf8": 21637, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44ae393120ebcc58f3cda1125d11a207df2188d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:33.677512+00:00", + "ended_at": "2026-05-19T16:30:37.227190+00:00", + "elapsed_ms": 3549.61, + "returncode": 1, + "prompt_metrics": { + "chars": 21637, + "bytes_utf8": 21637, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca36659021a0fe97a03441c77dfb069eb6777372 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=airbags, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "airbags", + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca36659021a0fe97a03441c77dfb069eb6777372 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=airbags, measure_col=age_of_policyholder.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "airbags", + "measure_col": "age_of_policyholder", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf4c69f72264b0608b9cb44968faa03b785b9cfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-12d3-7011-8352-89b1860fe7ff"} +{"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_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..718e256621907bb33c83b8c7223687c4e6e24205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-245a-7a81-95ff-95f33d9269e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8349b62f4f5643da8655b39c7daa018d17a4e533 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-245a-7a81-95ff-95f33d9269e4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2403a8bc94d012ea/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d901e123cf3c275f17dab671a64989dc0a1c8990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:22.397254+00:00", + "ended_at": "2026-05-19T16:28:25.922897+00:00", + "elapsed_ms": 3525.59, + "returncode": 1, + "prompt_metrics": { + "chars": 21520, + "bytes_utf8": 21520, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7eff1efd34f9cb485493aaba7801f08a33cf4e17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:26.926321+00:00", + "ended_at": "2026-05-19T16:28:30.256358+00:00", + "elapsed_ms": 3329.97, + "returncode": 1, + "prompt_metrics": { + "chars": 21520, + "bytes_utf8": 21520, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b8d0377c9d6ead5d56ba0185611701a8e46761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_claim.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_claim", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b8d0377c9d6ead5d56ba0185611701a8e46761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_claim.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_claim", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e701f989e7008eba92d5aaeed7cab9d2d8e503c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2367-7293-9f4e-a7e85363ad18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c8964c1a575e93eda619ed095b228847a4c216 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-2367-7293-9f4e-a7e85363ad18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fef47403fb8d692554ca58c550cbc24a2aa51c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-351d-73a1-a827-186d847f0901"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3d8b520c8906c11cf92faac8dfdd73483cecc56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-351d-73a1-a827-186d847f0901"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_334d27bc9ded2e0e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e450c03b54d189fb47b932d363ab9962137f33c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/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": "2026-05-19T16:12:22.648465+00:00", + "ended_at": "2026-05-19T16:12:25.904244+00:00", + "elapsed_ms": 3255.75, + "returncode": 1, + "prompt_metrics": { + "chars": 21980, + "bytes_utf8": 21980, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8edeef5c27fcf2f6b38bf7a83ceae294ebe1c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/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": "2026-05-19T16:12:26.906834+00:00", + "ended_at": "2026-05-19T16:12:30.023676+00:00", + "elapsed_ms": 3116.8, + "returncode": 1, + "prompt_metrics": { + "chars": 21980, + "bytes_utf8": 21980, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8fbbd7168b0cb62fb31768d08de9f853dcb9bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_rear_window_defogger, measure_col=age_of_car.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_rear_window_defogger", + "measure_col": "age_of_car", + "item_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8fbbd7168b0cb62fb31768d08de9f853dcb9bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_rear_window_defogger, measure_col=age_of_car.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_rear_window_defogger", + "measure_col": "age_of_car", + "item_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd3a1347d057ab29795d86eb457412c0a851a9a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7df1-7a51-b062-35413f730da4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26791670027dc1d6424da21388393334a5effbc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-7df1-7a51-b062-35413f730da4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55aaa9cff79beb245399406425afd668faf09ed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8ea2-7db3-b3f9-30c92b1418d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eea1a8e0b4deff88439c3deb06e5ec7dde9abf1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-8ea2-7db3-b3f9-30c92b1418d0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_33d22761b516f873/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49ef4436e85bc49adfdabb7f4a26513005d0b5d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/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": "2026-05-19T16:07:20.310003+00:00", + "ended_at": "2026-05-19T16:07:23.647689+00:00", + "elapsed_ms": 3337.63, + "returncode": 1, + "prompt_metrics": { + "chars": 21560, + "bytes_utf8": 21560, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de7c1da38b6d61095184c83d07277023487444b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/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": "2026-05-19T16:07:24.651699+00:00", + "ended_at": "2026-05-19T16:07:28.119979+00:00", + "elapsed_ms": 3468.23, + "returncode": 1, + "prompt_metrics": { + "chars": 21560, + "bytes_utf8": 21560, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ead0fe599e87817ba925c2764fea9dcb8844f04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_policyholder, measure_col=age_of_car.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ead0fe599e87817ba925c2764fea9dcb8844f04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_policyholder, measure_col=age_of_car.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "age_of_car", + "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": 0.09, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbd04c592e306c6bfcdc8709affe11c06b40ed7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e12d-7151-8c91-9be57c8b691b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..549c13b24d201556424af47ee4ac8144fc6df1f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-e12d-7151-8c91-9be57c8b691b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5b685a7cc4f03cc99f4467b615740dbcf25400c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f212-7191-87d7-374d88697c8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..accb1b59f09d7e65b0152a6cb258f2e664323f88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-f212-7191-87d7-374d88697c8b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fd9844177a8e4ae01da4ffed4993a572a54acb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:45.007156+00:00", + "ended_at": "2026-05-19T16:24:48.744768+00:00", + "elapsed_ms": 3737.56, + "returncode": 1, + "prompt_metrics": { + "chars": 21820, + "bytes_utf8": 21820, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02a91bff8135cc376f6c857797c9fceb55255fd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:49.747798+00:00", + "ended_at": "2026-05-19T16:24:53.556542+00:00", + "elapsed_ms": 3808.69, + "returncode": 1, + "prompt_metrics": { + "chars": 21820, + "bytes_utf8": 21820, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c9602a9b23392f1589f46d30150c3761f7fa47c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=rear_brakes_type, condition_col=is_rear_window_defogger.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rear_brakes_type", + "condition_col": "is_rear_window_defogger", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c9602a9b23392f1589f46d30150c3761f7fa47c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=rear_brakes_type, condition_col=is_rear_window_defogger.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rear_brakes_type", + "condition_col": "is_rear_window_defogger", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a0403d4a150d8ba0eef6d43f7b155e4f1d7fa97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d266-7881-844a-a9f4fd6e18d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b906435034c8f0b26872a092c1c445f608a0f969 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-d266-7881-844a-a9f4fd6e18d8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48592d8106baa20185125d8ae7c2b6319926e3e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e4c8-7dd3-b60b-431f279162b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f68ddc43ac43c9b78c78eb863b817b789a6cd08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-e4c8-7dd3-b60b-431f279162b7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8deaef78ad969a9424825a533bcf3cb66061c6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/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": "2026-05-19T16:08:25.498432+00:00", + "ended_at": "2026-05-19T16:08:28.695444+00:00", + "elapsed_ms": 3196.99, + "returncode": 1, + "prompt_metrics": { + "chars": 21529, + "bytes_utf8": 21529, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cabcaecfc478875219cc05dcb40532ef2e4ac58d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/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": "2026-05-19T16:08:29.698201+00:00", + "ended_at": "2026-05-19T16:08:32.536032+00:00", + "elapsed_ms": 2837.79, + "returncode": 1, + "prompt_metrics": { + "chars": 21529, + "bytes_utf8": 21529, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd4b7b10ef9678843f635cfd237a979be80a193c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=segment, measure_col=airbags.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "segment", + "measure_col": "airbags", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd4b7b10ef9678843f635cfd237a979be80a193c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=segment, measure_col=airbags.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "segment", + "measure_col": "airbags", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ff636d9f1d9e5c068a49594ff135da0371038dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-df98-7241-ade7-085f569ac903"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0259334f76589da75acd271acb4955736efb8b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-df98-7241-ade7-085f569ac903"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81103f6cfb0db34c25aff0ae552f4da421b6b234 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-eff9-7ca2-9db8-373debb7f109"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..16284833e197f3e6cdd5ce0970fce5a3ba43a4a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-eff9-7ca2-9db8-373debb7f109"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7bd932c8906997d9802a4e4918e2e9f8c702c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:52.790566+00:00", + "ended_at": "2026-05-19T16:30:55.934487+00:00", + "elapsed_ms": 3143.88, + "returncode": 1, + "prompt_metrics": { + "chars": 21636, + "bytes_utf8": 21636, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d27881908dacf486cbcbd01abf7853365100a08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:30:56.937742+00:00", + "ended_at": "2026-05-19T16:31:00.293714+00:00", + "elapsed_ms": 3355.91, + "returncode": 1, + "prompt_metrics": { + "chars": 21636, + "bytes_utf8": 21636, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3a7796587a7172b0f156af2229433e1642e4d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=is_esc, measure_col=population_density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "is_esc", + "measure_col": "population_density", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3a7796587a7172b0f156af2229433e1642e4d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=is_esc, measure_col=population_density.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "is_esc", + "measure_col": "population_density", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09dc2a9962c52d14fb08f033f1d2fb1453c74fde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-6eef-7031-a682-8c35740a3a7f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc2a63be0d6813bff066f3c0e0cbcda51df2e8fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-6eef-7031-a682-8c35740a3a7f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c7cbafb71e7d561171cff6a4b61af39ce1fcde1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-7ef4-7331-bbe8-fd5ea7418abb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..48f6f59887c26725c4921bb264178841d8d8468d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4113-7ef4-7331-bbe8-fd5ea7418abb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56276e63ce385b36de8d5d18bd34d4fe41be4d02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/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": "2026-05-19T16:08:55.925038+00:00", + "ended_at": "2026-05-19T16:09:00.256088+00:00", + "elapsed_ms": 4331.02, + "returncode": 1, + "prompt_metrics": { + "chars": 21535, + "bytes_utf8": 21535, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb0b652ee6e912d529becad511ff3325edee9c2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/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": "2026-05-19T16:09:01.258732+00:00", + "ended_at": "2026-05-19T16:09:04.342891+00:00", + "elapsed_ms": 3084.12, + "returncode": 1, + "prompt_metrics": { + "chars": 21535, + "bytes_utf8": 21535, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea3ea9b2c484f0ba0ea3cfc569bb86c79b0957b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fuel_type, measure_col=cylinder.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fuel_type", + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea3ea9b2c484f0ba0ea3cfc569bb86c79b0957b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fuel_type, measure_col=cylinder.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fuel_type", + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8be3a2db932fd8d01d2b7a4af9e86ab19d807bfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-566b-7853-82fa-f699aafb9b61"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..248e57a723c80a219fb302e052bd7bf5dd0d4a20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-566b-7853-82fa-f699aafb9b61"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a1bda991129fc782d397f3e487baa76e4935d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6b6b-73b1-b9ad-b98702f7c4bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d010ccd238d1feabfbc62953d39cd39d5294cf8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-6b6b-73b1-b9ad-b98702f7c4bf"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6bdc3aa54b990b434264fd73124a1574404e11e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/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": "2026-05-19T16:10:59.615613+00:00", + "ended_at": "2026-05-19T16:11:02.786584+00:00", + "elapsed_ms": 3170.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21945, + "bytes_utf8": 21945, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af8e3708699fb502133ea980b329c6c7ca4d618e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/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": "2026-05-19T16:11:03.790099+00:00", + "ended_at": "2026-05-19T16:11:07.600032+00:00", + "elapsed_ms": 3809.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21945, + "bytes_utf8": 21945, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b48755acf9903f6eb159a3fc93f66b41bb82dc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=height, measure_col=width.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "height", + "measure_col": "width", + "item_col": "age_of_policyholder", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b48755acf9903f6eb159a3fc93f66b41bb82dc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=height, measure_col=width.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "height", + "measure_col": "width", + "item_col": "age_of_policyholder", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..454c27198325a18f40bb8fa7677bc8a5f25e924c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-399f-7793-b489-3486cc44a0e0"} +{"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_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e42c40cfeaff23ac48075d0934e51fe2801106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-49e2-7202-aa5e-22bc6e31e020"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6be0c5c3dd40f44a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f13cffdd52d8d8f87698885407fb8661db7ebd4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 21535, "bytes_utf8": 21535, "lines": 624, "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": 21535, "bytes_utf8": 21535, "lines": 624, "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": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18347, "cached_input_tokens": 12032, "output_tokens": 433, "reasoning_output_tokens": 324}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..92f7672f736494991517529b6073c4426deb71ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/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": "m2", + "model": "v2-cli:codex", + "run_id": "v2q_m2_6cf17ed565d4c2d2", + "api_calls": 0, + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 433, + "total_tokens": 18780, + "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": 12961.41, + "sql_execution_elapsed_ms_total": 38.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74e42411ae1f14f882a92bc2f0a536c288ff6cc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/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": "2026-05-19T16:09:04.352716+00:00", + "ended_at": "2026-05-19T16:09:07.537851+00:00", + "elapsed_ms": 3185.11, + "returncode": 1, + "prompt_metrics": { + "chars": 21535, + "bytes_utf8": 21535, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c2d8e3278f23d9762b69367709b97aa18908990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/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": "2026-05-19T16:09:08.541019+00:00", + "ended_at": "2026-05-19T16:09:18.317365+00:00", + "elapsed_ms": 9776.3, + "prompt_metrics": { + "chars": 21535, + "bytes_utf8": 21535, + "lines": 624, + "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": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 18347, + "cached_input_tokens": 12032, + "output_tokens": 433, + "reasoning_output_tokens": 324 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3941acf434bfcdd9533e582fb6ad803315a84a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "max_torque", + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3941acf434bfcdd9533e582fb6ad803315a84a8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "max_torque", + "measure_col": "gear_box", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2b9da4498c08b9696c6786746dd9a75d80f7733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-775d-7753-b80f-5093ca4b21df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e901992dea2e8d3e72319575d0034dd0daa6291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-775d-7753-b80f-5093ca4b21df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..303523add311ee904918f1887cbf4c3b9a5090e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-87be-7c50-8079-5e1e5a54cb95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"max_torque\\\", SUM(CAST(\\\"gear_box\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m2\\\"\\nGROUP BY \\\"max_torque\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"max_torque\\\" and measure_col=\\\"gear_box\\\". CAST was added because \\\"gear_box\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":18347,"cached_input_tokens":12032,"output_tokens":433,"reasoning_output_tokens":324}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..36518c338e8ead9cd371488580e8e6a27cbc8f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"max_torque\", SUM(CAST(\"gear_box\" AS REAL)) AS \"total_measure\"\nFROM \"m2\"\nGROUP BY \"max_torque\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"max_torque\" and measure_col=\"gear_box\". CAST was added because \"gear_box\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cf17ed565d4c2d2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7728d489cb9f4498aae34b2869d44a5958a494d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/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": "2026-05-19T16:17:05.532517+00:00", + "ended_at": "2026-05-19T16:17:08.722185+00:00", + "elapsed_ms": 3189.62, + "returncode": 1, + "prompt_metrics": { + "chars": 22113, + "bytes_utf8": 22113, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3fe0a69649802bcde45f1cfa0ac6ca2e8d9eb0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/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": "2026-05-19T16:17:09.725716+00:00", + "ended_at": "2026-05-19T16:17:13.250958+00:00", + "elapsed_ms": 3525.18, + "returncode": 1, + "prompt_metrics": { + "chars": 22113, + "bytes_utf8": 22113, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7951c0b51ea77b039a0c2ce7121e82b8d0f6391a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_rear_window_washer, measure_col=height.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "height", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7951c0b51ea77b039a0c2ce7121e82b8d0f6391a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_rear_window_washer, measure_col=height.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_rear_window_washer", + "measure_col": "height", + "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": 1530.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9918ff336c7e2f200606a2601d245b4e5b143778 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-cf74-7a43-88e0-574b0963bf31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a1f1d057eb2c161032953d0816bebc96b43af9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-cf74-7a43-88e0-574b0963bf31"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aac751a518b13ea692eae8bcd6e36d35e04f2fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e022-7de3-b9e9-84d786427b18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77933f52dde0395cd4922c587f372d4aa781f49c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-e022-7de3-b9e9-84d786427b18"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6d418c1ee7700d9a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1345e8a5d1c18ac3a2b98f677a43d432f8f38687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/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": "2026-05-19T16:20:24.191205+00:00", + "ended_at": "2026-05-19T16:20:27.906088+00:00", + "elapsed_ms": 3714.86, + "returncode": 1, + "prompt_metrics": { + "chars": 21733, + "bytes_utf8": 21733, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa30e80de8b04e29b7a2854239c13e5bbd515e49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/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": "2026-05-19T16:20:28.907902+00:00", + "ended_at": "2026-05-19T16:20:31.627168+00:00", + "elapsed_ms": 2719.23, + "returncode": 1, + "prompt_metrics": { + "chars": 21733, + "bytes_utf8": 21733, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..126125aad48d73261be55e513e1bfaf7f0bbab40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age_of_policyholder, measure_col=length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "length", + "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": 3990.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..126125aad48d73261be55e513e1bfaf7f0bbab40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age_of_policyholder, measure_col=length.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "length", + "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": 3990.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..737ae86b1acefd4144c3b563297bce36134e42c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d705-7c50-8f86-4a11d6bcfec5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e325defe15c7c90d3d6d1baa4c19969cf70a8268 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-d705-7c50-8f86-4a11d6bcfec5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6c84771ac37e18a918ac9e126efb2cef0b39217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e961-7470-8551-37b948aa5a55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54cd72635646dc027afe79aa51fa0dc96449e89e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-e961-7470-8551-37b948aa5a55"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6fce5dd839c240a1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34d5de510ab15d7cfb0c7a1f5604702dbde0ad79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/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": "2026-05-19T16:14:13.295833+00:00", + "ended_at": "2026-05-19T16:14:16.267307+00:00", + "elapsed_ms": 2971.42, + "returncode": 1, + "prompt_metrics": { + "chars": 22375, + "bytes_utf8": 22375, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7768134ee8a43df30535b09991b67b20ed64264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/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": "2026-05-19T16:14:17.271215+00:00", + "ended_at": "2026-05-19T16:14:22.265537+00:00", + "elapsed_ms": 4994.27, + "returncode": 1, + "prompt_metrics": { + "chars": 22375, + "bytes_utf8": 22375, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f476e3be828db91ce3b134322bd565876601c215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=area_cluster, condition_col=is_rear_window_washer.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "area_cluster", + "condition_col": "is_rear_window_washer", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f476e3be828db91ce3b134322bd565876601c215 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=area_cluster, condition_col=is_rear_window_washer.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "area_cluster", + "condition_col": "is_rear_window_washer", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7650c8e59b0442f85d58cca1bc43c77d272ccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2e3e-7140-9fd8-18c1a91ed379"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e2b47708fb93dc70cecac11684844752f1151ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-2e3e-7140-9fd8-18c1a91ed379"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b3804cf8448277b528e95b553662934a236a712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3dad-7c71-a621-61a6b1f7cde1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ed1f3f469213dd11e32f25964a830ce04fb975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-3dad-7c71-a621-61a6b1f7cde1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_788a5f281839ee52/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc865fc6a0bfce294d6d96da7aacec0921bfd247 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/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": "2026-05-19T16:13:51.976613+00:00", + "ended_at": "2026-05-19T16:13:55.176162+00:00", + "elapsed_ms": 3199.52, + "returncode": 1, + "prompt_metrics": { + "chars": 22364, + "bytes_utf8": 22364, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0f085784d4c0505ee14b4de8e0b3ccf36a66488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/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": "2026-05-19T16:13:56.179789+00:00", + "ended_at": "2026-05-19T16:13:58.774933+00:00", + "elapsed_ms": 2595.09, + "returncode": 1, + "prompt_metrics": { + "chars": 22364, + "bytes_utf8": 22364, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c0a5797886c157fd4177727b9665dec405b0359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_claim, condition_col=steering_type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "is_claim", + "condition_col": "steering_type", + "condition_value": "Power", + "positive_value": "Power", + "negative_value": "Electric", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c0a5797886c157fd4177727b9665dec405b0359 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_claim, condition_col=steering_type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "is_claim", + "condition_col": "steering_type", + "condition_value": "Power", + "positive_value": "Power", + "negative_value": "Electric", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5489fc8243549a595fe60e4dc9420b74be24d350 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-db0e-7a93-a014-b0f1395ec982"} +{"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_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0744ac560556a922fb95c8d71354625a85672d6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-eb4e-7872-8216-5a2148439b80"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5be9c4dea3f2efd857fb3d218168202605fed80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-eb4e-7872-8216-5a2148439b80"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7d372a6dacca645c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9fb53386e41fa5afec5e9aaef3ffa65e0d8fdea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:05.479004+00:00", + "ended_at": "2026-05-19T16:26:09.164797+00:00", + "elapsed_ms": 3685.73, + "returncode": 1, + "prompt_metrics": { + "chars": 21466, + "bytes_utf8": 21466, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1397e66e2ca0baa4582058d426b8029a7bef0cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:10.168888+00:00", + "ended_at": "2026-05-19T16:26:13.572148+00:00", + "elapsed_ms": 3403.2, + "returncode": 1, + "prompt_metrics": { + "chars": 21466, + "bytes_utf8": 21466, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff020d8dc0a03932978c88939263f23300e872f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=airbags.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff020d8dc0a03932978c88939263f23300e872f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=airbags.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c163b74eb9807ad330742a5ff3d0b7c36ff9459 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-0c8c-7563-bce5-5e5b9b16a566"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2e4a1ef6fba235547549da5ffced7d067f4c153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-0c8c-7563-bce5-5e5b9b16a566"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c63e490e9c89eb0902b08d6c4c7c265375424503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-1f12-79c2-bcd3-c5cec88c7c2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d979be5caec0524b03acaa9db1e0d81985e05bc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-1f12-79c2-bcd3-c5cec88c7c2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_872886fc060376bc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22e0fdcb58181197eacf7aa1024792e615c812e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/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": "2026-05-19T16:08:18.293088+00:00", + "ended_at": "2026-05-19T16:08:21.388388+00:00", + "elapsed_ms": 3095.26, + "returncode": 1, + "prompt_metrics": { + "chars": 21526, + "bytes_utf8": 21526, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c30e8090554a3ea9af0946fb1907db7a74899da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/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": "2026-05-19T16:08:22.391846+00:00", + "ended_at": "2026-05-19T16:08:25.488689+00:00", + "elapsed_ms": 3096.81, + "returncode": 1, + "prompt_metrics": { + "chars": 21526, + "bytes_utf8": 21526, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1148702a022ee276056dc02575586514860a70c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=segment, measure_col=airbags.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "segment", + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1148702a022ee276056dc02575586514860a70c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=segment, measure_col=airbags.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "segment", + "measure_col": "airbags", + "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": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03dd0ececc2eb83646df8678e0025b324ed940b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c392-7f31-bf33-e08122057755"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a665e46196be756d254036a6eb1e8097f46d9f89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-c392-7f31-bf33-e08122057755"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f45c544e6834bca77f9239ba8dd59f720716041 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d388-73d2-9e19-c3785eedc1ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..943b5b372e5d85c767619c275d59a492c6dbfe2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-d388-73d2-9e19-c3785eedc1ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..487c9796da61bd96856ce515ee83a4546ca6b016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:53.572283+00:00", + "ended_at": "2026-05-19T16:24:57.012509+00:00", + "elapsed_ms": 3440.18, + "returncode": 1, + "prompt_metrics": { + "chars": 21828, + "bytes_utf8": 21828, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4f6c0e3a4a396ab70ad8a13d26d967d418616b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:24:58.016188+00:00", + "ended_at": "2026-05-19T16:25:01.088690+00:00", + "elapsed_ms": 3072.43, + "returncode": 1, + "prompt_metrics": { + "chars": 21828, + "bytes_utf8": 21828, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..755a37007b0c3bbcbcd680200f9dc8903480e19c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=rear_brakes_type, condition_col=is_rear_window_defogger.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rear_brakes_type", + "condition_col": "is_rear_window_defogger", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..755a37007b0c3bbcbcd680200f9dc8903480e19c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=rear_brakes_type, condition_col=is_rear_window_defogger.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "rear_brakes_type", + "condition_col": "is_rear_window_defogger", + "condition_value": "Yes", + "positive_value": "No", + "negative_value": "Yes", + "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": 1755.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8554f0ad3f40b2560c06e53f3f4c8b439977e55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-f3a5-7250-be37-74272583360c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dcb648139aacdd3341cc3581ecc513987fa3a55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410d-f3a5-7250-be37-74272583360c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c74c694ee392d8d2ae703e295b727cc0cfda7e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0502-76d3-87a5-e879f92e027d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2a023bd7819b6429600383a9d7456f882586ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410e-0502-76d3-87a5-e879f92e027d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_93482695d31276ba/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6eb5449b4a2e1710a86b305904124f9e23f4471c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/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": "2026-05-19T16:18:59.798432+00:00", + "ended_at": "2026-05-19T16:19:03.096230+00:00", + "elapsed_ms": 3297.77, + "returncode": 1, + "prompt_metrics": { + "chars": 22120, + "bytes_utf8": 22120, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53cd35cddec26427f8f567125108b9149e83ecb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/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": "2026-05-19T16:19:04.098170+00:00", + "ended_at": "2026-05-19T16:19:08.290435+00:00", + "elapsed_ms": 4192.23, + "returncode": 1, + "prompt_metrics": { + "chars": 22120, + "bytes_utf8": 22120, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7eb5df2df2b27ce7ca81d9dfb1e2b258990675c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_day_night_rear_view_mirror, measure_col=make.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_day_night_rear_view_mirror", + "measure_col": "make", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7eb5df2df2b27ce7ca81d9dfb1e2b258990675c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=is_day_night_rear_view_mirror, measure_col=make.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_day_night_rear_view_mirror", + "measure_col": "make", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6123378f83be5acf37ef7833e7816c579ed72dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8d4f-7290-8545-47c7b1c3e61e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8f5277b907c71f4d0527200273bc2529ca9bac6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8d4f-7290-8545-47c7b1c3e61e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89e1d1a2223b65ed4e277eaa35545419ba7b0b8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-9e45-7e23-b3fa-38d68deb5a3c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ea5dddb3e2c950a14d14caa4f8d3ddd584d5325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-9e45-7e23-b3fa-38d68deb5a3c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca13801c290a9e7720ddae90210f48ae57eee187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:50.937831+00:00", + "ended_at": "2026-05-19T16:27:54.351630+00:00", + "elapsed_ms": 3413.74, + "returncode": 1, + "prompt_metrics": { + "chars": 21536, + "bytes_utf8": 21536, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24fb28c76887701c175ad2f9e195860a0271eff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:55.355166+00:00", + "ended_at": "2026-05-19T16:27:58.732236+00:00", + "elapsed_ms": 3377.0, + "returncode": 1, + "prompt_metrics": { + "chars": 21536, + "bytes_utf8": 21536, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dddb95df08d236d8e45484a276fa7885ae1c22f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_speed_alert.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_speed_alert", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dddb95df08d236d8e45484a276fa7885ae1c22f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_speed_alert.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_speed_alert", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c16fd80d3b1c67c3541011afb4dc846f72a4783b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a882-78d2-9847-c54711ed2ca4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e00333daab9362d07959dd11fa283e3782f5a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-a882-78d2-9847-c54711ed2ca4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..389ccb5f131538d6f98398f5d858fd3defaabadb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b9b8-7e32-bdd9-05fc74bae1ff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf1e3ecd447d078f45b3e90573e3cb0063ec6a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-b9b8-7e32-bdd9-05fc74bae1ff"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ae85380d6ee6c85/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..180a8e831780819cdd740f980afe84cb091134e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/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": "2026-05-19T16:10:51.755911+00:00", + "ended_at": "2026-05-19T16:10:55.072859+00:00", + "elapsed_ms": 3316.92, + "returncode": 1, + "prompt_metrics": { + "chars": 21938, + "bytes_utf8": 21938, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0564dc3652550286cfbf11abe5b9d500366de63b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/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": "2026-05-19T16:10:56.074759+00:00", + "ended_at": "2026-05-19T16:10:59.605623+00:00", + "elapsed_ms": 3530.83, + "returncode": 1, + "prompt_metrics": { + "chars": 21938, + "bytes_utf8": 21938, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf8097e06be84a7dd7fcb95a7efeeb2bbccd45c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=width, measure_col=length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "width", + "measure_col": "length", + "item_col": "age_of_car", + "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": 3990.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf8097e06be84a7dd7fcb95a7efeeb2bbccd45c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=width, measure_col=length.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "width", + "measure_col": "length", + "item_col": "age_of_car", + "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": 3990.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a1359f5713043b47e6afc42befc12dc759b64d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1b0f-7f20-8daf-b24cb02de1e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8bc1956021ed4d3b27ed48af9cf5da1fed3c3e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-1b0f-7f20-8daf-b24cb02de1e0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da14e9870db90917e2d38268033235d183e7cd5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2bc8-7ba0-8908-e3c1326b8925"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..34af015ce396979aef1fca2a004d12d83bf13d29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-2bc8-7ba0-8908-e3c1326b8925"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9d3a0004b8a26939/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acce0cb85aac3b7782e7259e2a85cecb60e3ee8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:54.213118+00:00", + "ended_at": "2026-05-19T16:28:57.690346+00:00", + "elapsed_ms": 3477.18, + "returncode": 1, + "prompt_metrics": { + "chars": 21542, + "bytes_utf8": 21542, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c04be56f2cae27e5c6f04a0a358b4216bcb8b1b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:58.694063+00:00", + "ended_at": "2026-05-19T16:29:02.105468+00:00", + "elapsed_ms": 3411.34, + "returncode": 1, + "prompt_metrics": { + "chars": 21542, + "bytes_utf8": 21542, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10e654e67f7efb5a331562b151ccd448afe0d93e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=age_of_policyholder.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_policyholder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10e654e67f7efb5a331562b151ccd448afe0d93e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=age_of_policyholder.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_policyholder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..401bfaccb956d8cfa8a4abd68077aa50f84d6e8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-9fab-77d3-851f-080f0ef2d0a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3181b0a3ce9838ce6237f2f2b9b380a39b6c84fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-9fab-77d3-851f-080f0ef2d0a7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af8cc9eaf8e855dfe0057d87a56f2b8842620206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b12c-7e30-a141-d374400af9ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..595e5ce11bf33d22c63dda28cdf5492e14c91cb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-b12c-7e30-a141-d374400af9ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe7d5dd8df9baa7453ba384533f7bc48f9c9acb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/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": "2026-05-19T16:14:53.958366+00:00", + "ended_at": "2026-05-19T16:14:57.657181+00:00", + "elapsed_ms": 3698.79, + "returncode": 1, + "prompt_metrics": { + "chars": 21903, + "bytes_utf8": 21903, + "lines": 628, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37ad6433650a886a614bd6c9ce7f8a363c633c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/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": "2026-05-19T16:14:58.658896+00:00", + "ended_at": "2026-05-19T16:15:01.348102+00:00", + "elapsed_ms": 2689.18, + "returncode": 1, + "prompt_metrics": { + "chars": 21903, + "bytes_utf8": 21903, + "lines": 628, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58afdfa92efcd4224225d215579cff9916568d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,628 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=age_of_policyholder, group_col_2=is_adjustable_steering.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_adjustable_steering", + "predicate_col": "max_torque", + "predicate_op": "=", + "predicate_value": "91Nm@4250rpm", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..58afdfa92efcd4224225d215579cff9916568d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,628 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +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": "m2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=age_of_policyholder, group_col_2=is_adjustable_steering.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "age_of_policyholder", + "group_col_2": "is_adjustable_steering", + "predicate_col": "max_torque", + "predicate_op": "=", + "predicate_value": "91Nm@4250rpm", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {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_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c1c862d4a35b61b00d6241a6215fd1e9dc0689f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-cd00-79d2-978d-60de7942b60b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac45ecd2c8206af987fae756b331d78d8faed8d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-cd00-79d2-978d-60de7942b60b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13fb8e6c2c60327b3ce0982479d7e2951be2cd71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-df60-78b1-8bca-9150557cb8ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1025483fe4e6a1e99588690d0e21d73a4678ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-df60-78b1-8bca-9150557cb8ab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ea4a48df2b86692a565c0037cfd3c158ad38315 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/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": "2026-05-19T16:21:34.240209+00:00", + "ended_at": "2026-05-19T16:21:37.593455+00:00", + "elapsed_ms": 3353.21, + "returncode": 1, + "prompt_metrics": { + "chars": 21713, + "bytes_utf8": 21713, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84fe536bd88404503ee996ff194dc99fb9994286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/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": "2026-05-19T16:21:38.596584+00:00", + "ended_at": "2026-05-19T16:21:42.297866+00:00", + "elapsed_ms": 3701.23, + "returncode": 1, + "prompt_metrics": { + "chars": 21713, + "bytes_utf8": 21713, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3d0b65cfb47176cb7743fc6ae00e7b3f4385294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-e8d1-7351-b051-7623d89a5550"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1204bd858ac028a57346d11cca34793f52dcf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-f9a9-7b61-a92b-b7c68a9921ed"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9089c8967e2f280c87c2b4d9a6c010f99028a9db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:38.041966+00:00", + "ended_at": "2026-05-19T16:28:41.658436+00:00", + "elapsed_ms": 3616.42, + "returncode": 1, + "prompt_metrics": { + "chars": 21527, + "bytes_utf8": 21527, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b568a8f73d1ba4e951d0175d1f53b915d497ca44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:42.661252+00:00", + "ended_at": "2026-05-19T16:28:46.189360+00:00", + "elapsed_ms": 3528.05, + "returncode": 1, + "prompt_metrics": { + "chars": 21527, + "bytes_utf8": 21527, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bf7393b511e6642508c4fefb5f370f6954327af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=age_of_car.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_car", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bf7393b511e6642508c4fefb5f370f6954327af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=age_of_car.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "age_of_car", + "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": 1493.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7278ea110e1cab3d277f64113ebf3ab0fbdc9db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-6084-7ca2-9632-8046d87e9932"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17609258c1ebde7e207867f5300d8faac69e5fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-6084-7ca2-9632-8046d87e9932"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c465f0e99ddee60be7cf18f1a68f76d7df41d60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-7297-76b2-9b15-fdf07e369223"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a4c780a45618dfa9fbca75d2885864b7a16d0e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-7297-76b2-9b15-fdf07e369223"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b0b84e930217c11c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c39c2ec4a712a053258ec7729f9f14fefea96991 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/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": "2026-05-19T16:13:06.951871+00:00", + "ended_at": "2026-05-19T16:13:10.290835+00:00", + "elapsed_ms": 3338.94, + "returncode": 1, + "prompt_metrics": { + "chars": 21960, + "bytes_utf8": 21960, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc141f53f421d1e6c1a628d678d38d4ec93258e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/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": "2026-05-19T16:13:11.292757+00:00", + "ended_at": "2026-05-19T16:13:14.558356+00:00", + "elapsed_ms": 3265.57, + "returncode": 1, + "prompt_metrics": { + "chars": 21960, + "bytes_utf8": 21960, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a35c5351bbdfd5ec7b0f83f6961c98c15510acb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_central_locking, measure_col=make.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "make", + "item_col": "population_density", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a35c5351bbdfd5ec7b0f83f6961c98c15510acb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_central_locking, measure_col=make.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_central_locking", + "measure_col": "make", + "item_col": "population_density", + "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": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..845d23559bc240c6cec60676bd0237723fec6edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2b10-7011-ac4e-7c8a205e8896"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df927a7ba3bbb436e41aa480c4c9bc76f8e88f69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-2b10-7011-ac4e-7c8a205e8896"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..498248c9411afcbe89c4bd74fd417f8efc6ccd36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3c09-7052-81f3-0988f93005f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e7cc3a307d12d7ff7810fa38f3dc7b9d115a285 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-3c09-7052-81f3-0988f93005f4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b54480a530c0ed98/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..203a2f74ee55a4e8d2e4f2527afbe1e794b91545 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:34.753649+00:00", + "ended_at": "2026-05-19T16:27:38.204935+00:00", + "elapsed_ms": 3451.24, + "returncode": 1, + "prompt_metrics": { + "chars": 21521, + "bytes_utf8": 21521, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67412254fa301b6feef4643e4a4a44838fdacdc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:39.208459+00:00", + "ended_at": "2026-05-19T16:27:42.717181+00:00", + "elapsed_ms": 3508.65, + "returncode": 1, + "prompt_metrics": { + "chars": 21521, + "bytes_utf8": 21521, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac2e56801281d254c3966f3cbdbfd5d10254b739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=is_ecw.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_ecw", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac2e56801281d254c3966f3cbdbfd5d10254b739 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=is_ecw.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_ecw", + "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": 0.548077, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aef375578133e687eb5f8e09464181428f5c829d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-6963-7351-bb9e-da54dccfb26d"} +{"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_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c21fcbb41858beb07158b5c212583ae02faba49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7ad6-7243-804e-15933d64653f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f273a6ffa4da341552854b31a180d6b2905cc46a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-7ad6-7243-804e-15933d64653f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b82bb369f2bc2af1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fc67f9b2aabe10bcd8240fec3ccd99ed897cc40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:58.749404+00:00", + "ended_at": "2026-05-19T16:28:02.725553+00:00", + "elapsed_ms": 3976.1, + "returncode": 1, + "prompt_metrics": { + "chars": 21538, + "bytes_utf8": 21538, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e1673a61e159d305701b97ee34075ec99435e815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:28:03.729029+00:00", + "ended_at": "2026-05-19T16:28:06.771160+00:00", + "elapsed_ms": 3042.05, + "returncode": 1, + "prompt_metrics": { + "chars": 21538, + "bytes_utf8": 21538, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e236f5a996147c831a37a79b2e4491e138139ffa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_speed_alert.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_speed_alert", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e236f5a996147c831a37a79b2e4491e138139ffa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_speed_alert.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "is_speed_alert", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b8500bbcb946839ee0af8f673158f9b08b633d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-c719-7b81-8f9b-22ac9d60c9cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7d5ec3823414448c9ff4c539507427abcabe26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-c719-7b81-8f9b-22ac9d60c9cd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..689fb17e8d8cb7d94139d2ab88f3c59ff52b34e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-da7f-74e1-8a8b-c8bdae65ab97"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..48accbbc829a0c03503e4ea860f1c630cf287167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4110-da7f-74e1-8a8b-c8bdae65ab97"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4dff3083c4b98613afbb073ba4b222579d25677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/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": "2026-05-19T16:13:37.517145+00:00", + "ended_at": "2026-05-19T16:13:40.370287+00:00", + "elapsed_ms": 2853.11, + "returncode": 1, + "prompt_metrics": { + "chars": 22384, + "bytes_utf8": 22384, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5b53e435ce30d3c22c2db559897ffecb87c8f49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/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": "2026-05-19T16:13:41.372688+00:00", + "ended_at": "2026-05-19T16:13:45.251190+00:00", + "elapsed_ms": 3878.46, + "returncode": 1, + "prompt_metrics": { + "chars": 22384, + "bytes_utf8": 22384, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e16dbd8aa91314c96d7d7ef8eb82b3dfac4ada75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_speed_alert, condition_col=transmission_type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "is_speed_alert", + "condition_col": "transmission_type", + "condition_value": "Manual", + "positive_value": "Manual", + "negative_value": "Automatic", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e16dbd8aa91314c96d7d7ef8eb82b3dfac4ada75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_speed_alert, condition_col=transmission_type.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "is_speed_alert", + "condition_col": "transmission_type", + "condition_value": "Manual", + "positive_value": "Manual", + "negative_value": "Automatic", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35b03d6fc3ee0dd749e14f53cc2f939fcbdc3684 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a275-73f3-b6e7-4cc529865c2e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aa733d3619b6f93536dcf2cae654354bca8944c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-a275-73f3-b6e7-4cc529865c2e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c06a4d857470edaafc0db3a28e750ec02a792eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b181-7f32-b6ed-00db6e9395e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f25f06de7939e674d0e08d8413099d79bbc9c90f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-b181-7f32-b6ed-00db6e9395e6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1f77b075618eb6ed8eba1576898bf5049bde572 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/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": "2026-05-19T16:14:05.843380+00:00", + "ended_at": "2026-05-19T16:14:09.021763+00:00", + "elapsed_ms": 3178.36, + "returncode": 1, + "prompt_metrics": { + "chars": 22389, + "bytes_utf8": 22389, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..184929ae72a5032078908c983067d18b709e3217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/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": "2026-05-19T16:14:10.023923+00:00", + "ended_at": "2026-05-19T16:14:13.278900+00:00", + "elapsed_ms": 3254.93, + "returncode": 1, + "prompt_metrics": { + "chars": 22389, + "bytes_utf8": 22389, + "lines": 627, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d93f3bb9eee66b302aa1b86eb8a5e1c6a43304a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age_of_policyholder, condition_col=is_rear_window_wiper.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "age_of_policyholder", + "condition_col": "is_rear_window_wiper", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d93f3bb9eee66b302aa1b86eb8a5e1c6a43304a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,627 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age_of_policyholder, condition_col=is_rear_window_wiper.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "age_of_policyholder", + "condition_col": "is_rear_window_wiper", + "condition_value": "No", + "positive_value": "No", + "negative_value": "Yes", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e819929d24c1a4073361061db47bb6b5b06b8bff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1120-71a3-9535-bb358c66f499"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb194703fe2959b32e47d4d06be5fb8b735593dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-1120-71a3-9535-bb358c66f499"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1dd6e83ac4c46b48248a97c2e5ca52673383aaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-216e-7223-87c4-d994f88f252b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..780c335ca558899b6106ae827ef6f4c101e96a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4104-216e-7223-87c4-d994f88f252b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5ad64e67e1a9d96ee3cc74b5965142f648f09a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:11.401076+00:00", + "ended_at": "2026-05-19T16:22:15.579319+00:00", + "elapsed_ms": 4178.19, + "returncode": 1, + "prompt_metrics": { + "chars": 21719, + "bytes_utf8": 21719, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93757dc01e5750cd46f38b73890d76f2154d51c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:22:16.582167+00:00", + "ended_at": "2026-05-19T16:22:20.133156+00:00", + "elapsed_ms": 3550.92, + "returncode": 1, + "prompt_metrics": { + "chars": 21719, + "bytes_utf8": 21719, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..662732774ba1848dc0e51b51c0d23f971571803a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=model, measure_col=policy_tenure.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "model", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..662732774ba1848dc0e51b51c0d23f971571803a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=model, measure_col=policy_tenure.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "model", + "measure_col": "policy_tenure", + "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": 1.039104, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b17c039e2352424cf1cbe7fdafa67227ddfb83a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7a3e-7a03-915a-d70b83ccb8b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..572e0a2ddf45b9e1a7c5b432c9efa006f57d2af5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-7a3e-7a03-915a-d70b83ccb8b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ce663ae09b37a74aa125e2661bfbdb03feec1f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8e6e-7b62-830a-dce015883f59"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fbcbaa39a240c3571ebe60eec5eec546949fec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410b-8e6e-7b62-830a-dce015883f59"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3daee0f72d52d3ad76265a702a0baad263e0fdf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/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": "2026-05-19T16:08:48.326781+00:00", + "ended_at": "2026-05-19T16:08:51.677277+00:00", + "elapsed_ms": 3350.47, + "returncode": 1, + "prompt_metrics": { + "chars": 21532, + "bytes_utf8": 21532, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fba5bb7f05e03df0646ca2ba475bfcaebe07d259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/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": "2026-05-19T16:08:52.679587+00:00", + "ended_at": "2026-05-19T16:08:55.915465+00:00", + "elapsed_ms": 3235.85, + "returncode": 1, + "prompt_metrics": { + "chars": 21532, + "bytes_utf8": 21532, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fa925e584d2be6a493ca7f24f6b08e815f7b01b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fuel_type, measure_col=cylinder.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fuel_type", + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fa925e584d2be6a493ca7f24f6b08e815f7b01b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fuel_type, measure_col=cylinder.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fuel_type", + "measure_col": "cylinder", + "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": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..038cbcfb14f5720df394e4774097aacd2235cd74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-38cd-7083-aff2-a6a20bf0fcf2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c07b5d2394c39166854678ccd7eb6e00818dec53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-38cd-7083-aff2-a6a20bf0fcf2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19a02b0afea51efc63943881685244071e351849 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-49c7-7a00-b83e-c482bf412bd7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af84ee23ea535a99066f6cdedea119eeb4926be1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-49c7-7a00-b83e-c482bf412bd7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5f2fcd983479d9c50d17eef97842d15f53d9d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/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": "2026-05-19T16:16:11.002603+00:00", + "ended_at": "2026-05-19T16:16:14.494377+00:00", + "elapsed_ms": 3491.72, + "returncode": 1, + "prompt_metrics": { + "chars": 21694, + "bytes_utf8": 21694, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..840defa06a1d152ef375f24e5a625dee5aa04f37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/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": "2026-05-19T16:16:15.497064+00:00", + "ended_at": "2026-05-19T16:16:18.455228+00:00", + "elapsed_ms": 2958.11, + "returncode": 1, + "prompt_metrics": { + "chars": 21694, + "bytes_utf8": 21694, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7a65f0ddc382c3d4d3488ec7f964a479726e57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=make.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "make", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7a65f0ddc382c3d4d3488ec7f964a479726e57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=make.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "make", + "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": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee401bd6956eeb2e18ec52d1483e80d79b125f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-fa69-7413-ac3a-2706d48ba38c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6948506681580262d18200d0999ec1e27fcaca4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-fa69-7413-ac3a-2706d48ba38c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9439e9ede605780f58520780b7677f7fc3d3dba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0c08-7e51-b6ea-8a0dbeb04460"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94ab44afe3df36cdbb5f7d14225a5388ef10b52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4106-0c08-7e51-b6ea-8a0dbeb04460"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b992c922342a18c5d1da2331cab87c4e5e892f8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/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": "2026-05-19T16:19:53.993053+00:00", + "ended_at": "2026-05-19T16:19:57.055914+00:00", + "elapsed_ms": 3062.83, + "returncode": 1, + "prompt_metrics": { + "chars": 21726, + "bytes_utf8": 21726, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48815cc69444cb9d7c7238d713a6ec50d8f22df6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/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": "2026-05-19T16:19:58.058984+00:00", + "ended_at": "2026-05-19T16:20:01.301542+00:00", + "elapsed_ms": 3242.48, + "returncode": 1, + "prompt_metrics": { + "chars": 21726, + "bytes_utf8": 21726, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e4b5f032ddaf3f05ac00a56a10bc1f4d8639f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age_of_car, measure_col=turning_radius.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age_of_car", + "measure_col": "turning_radius", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e4b5f032ddaf3f05ac00a56a10bc1f4d8639f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age_of_car, measure_col=turning_radius.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "age_of_car", + "measure_col": "turning_radius", + "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": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d712941e85c0325fcfc0ee1fe7dd7e69ae29de3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-610a-7b62-92c7-5127f0cf8db3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..897f09a04f5c50eb80b81e51b5d78381d537f311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-610a-7b62-92c7-5127f0cf8db3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..317e4c4059cfb959df3e8785e8213da0c085d259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-70f4-7273-a8f7-bba570c41b3c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21739976662948c4335e91b40ba53455161824ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-70f4-7273-a8f7-bba570c41b3c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ec003ebc0fb1e588025257dbff2dffb1f74a13b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/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": "2026-05-19T16:07:12.926832+00:00", + "ended_at": "2026-05-19T16:07:15.930933+00:00", + "elapsed_ms": 3004.07, + "returncode": 1, + "prompt_metrics": { + "chars": 21557, + "bytes_utf8": 21557, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ed67884af6c7fd0bf0e22e7e060150df5e0114 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/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": "2026-05-19T16:07:16.933014+00:00", + "ended_at": "2026-05-19T16:07:20.292827+00:00", + "elapsed_ms": 3359.77, + "returncode": 1, + "prompt_metrics": { + "chars": 21557, + "bytes_utf8": 21557, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4132030bd69daa503d005f4e812fc29090541691 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_policyholder, measure_col=age_of_car.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4132030bd69daa503d005f4e812fc29090541691 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_policyholder, measure_col=age_of_car.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_policyholder", + "measure_col": "age_of_car", + "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": 0.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d3e8783fcb02fe24aa22c2d2332c7ccff2ddaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-c43a-77b0-90e5-1273c661f333"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1ddb0196697aaad40d0e73689f5d134d8da5da9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-c43a-77b0-90e5-1273c661f333"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fa66e12169b9674fd77edd126dfd6c3b751f81d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d3c1-7013-a265-e022299d6eb1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f99cf8c68ce538349b52eeaede246841c4c19a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d3c1-7013-a265-e022299d6eb1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d4460ebd0635506e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83d057bb5d412c6128face1e233cefc8fcde1e0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/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": "2026-05-19T16:12:51.816074+00:00", + "ended_at": "2026-05-19T16:12:56.024249+00:00", + "elapsed_ms": 4208.14, + "returncode": 1, + "prompt_metrics": { + "chars": 21993, + "bytes_utf8": 21993, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d61d707421a399a116d8f0281190a9b2c94b7be2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/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": "2026-05-19T16:12:57.027225+00:00", + "ended_at": "2026-05-19T16:12:59.778330+00:00", + "elapsed_ms": 2751.07, + "returncode": 1, + "prompt_metrics": { + "chars": 21993, + "bytes_utf8": 21993, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02bb142fb97f3c336fe63597b26b98c5b8691d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_power_door_locks, measure_col=population_density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_power_door_locks", + "measure_col": "population_density", + "item_col": "area_cluster", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f02bb142fb97f3c336fe63597b26b98c5b8691d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_power_door_locks, measure_col=population_density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_power_door_locks", + "measure_col": "population_density", + "item_col": "area_cluster", + "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": 27003.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd30d8679db3bb27ce3f9ceb051c46ee585cf1ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-efe9-7591-83fa-8b3b06ccea1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e3732ab085f98358df49b2c2316224a8383627f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-efe9-7591-83fa-8b3b06ccea1e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be1a586005d7b34c8c68374b0267ca4f18dc2f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-045a-79f0-b909-6ff6e02472c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..42df5c0039057ad43d9db6b9834e687f0b2e65a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-045a-79f0-b909-6ff6e02472c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10c0a4471826f471041a74697c754270a9c13cc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/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": "2026-05-19T16:11:29.378234+00:00", + "ended_at": "2026-05-19T16:11:32.543958+00:00", + "elapsed_ms": 3165.69, + "returncode": 1, + "prompt_metrics": { + "chars": 21984, + "bytes_utf8": 21984, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eec5899fd15bfec62c19abe309b47e479998c8fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/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": "2026-05-19T16:11:33.546459+00:00", + "ended_at": "2026-05-19T16:11:37.782323+00:00", + "elapsed_ms": 4235.83, + "returncode": 1, + "prompt_metrics": { + "chars": 21984, + "bytes_utf8": 21984, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a629ba6fb9cd25c34021438bb71d670e860f8a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_front_fog_lights, measure_col=gross_weight.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_front_fog_lights", + "measure_col": "gross_weight", + "item_col": "population_density", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a629ba6fb9cd25c34021438bb71d670e860f8a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_front_fog_lights, measure_col=gross_weight.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "is_front_fog_lights", + "measure_col": "gross_weight", + "item_col": "population_density", + "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": 1510.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d91d035a47b0ac68854a6ce20a5242e29298bb2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-adf0-71e1-a4ad-d530e8734aad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6665204536518942c894f9d76730ffd24ade3399 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-adf0-71e1-a4ad-d530e8734aad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99b173f76ab9d2a21abaa64602f63c6c58799d89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-be16-7c13-b5a4-7b6815157ae7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d25410aed61ea555446d140dfa44e5a1b2e0737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-be16-7c13-b5a4-7b6815157ae7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e89ef26cc6742f02/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94eaa10c50a9b2e024acfbbfab8a3012217308b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:39.438352+00:00", + "ended_at": "2026-05-19T16:26:42.966133+00:00", + "elapsed_ms": 3527.72, + "returncode": 1, + "prompt_metrics": { + "chars": 21480, + "bytes_utf8": 21480, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..07f4c0bf35b92b20ca89526a4d37e72ba634272d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:43.969716+00:00", + "ended_at": "2026-05-19T16:26:47.661354+00:00", + "elapsed_ms": 3691.56, + "returncode": 1, + "prompt_metrics": { + "chars": 21480, + "bytes_utf8": 21480, + "lines": 622, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a1198d1fa05d4b6f120074151f640f317b6912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=turning_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "turning_radius", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a1198d1fa05d4b6f120074151f640f317b6912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,622 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=turning_radius.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "turning_radius", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89fce4111c717ca8975d9ebec7007505c5c1d814 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-9133-7322-adca-a99bb6f13245"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f27f01f36f31e4b66724449d009c3a2e856aed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-9133-7322-adca-a99bb6f13245"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6b8a5bb263b536482f20a86d1a69543920d7016 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-a2f0-7ec2-9575-dfe6098ebbdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a312cfc55c2d6b711ba650cbea1f2e8dcc32e8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-a2f0-7ec2-9575-dfe6098ebbdd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eda0cfd25cfb4134/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ade56f427ea1d20acff41fba4219c6b7b670d311 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/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": "2026-05-19T16:19:43.950496+00:00", + "ended_at": "2026-05-19T16:19:46.916557+00:00", + "elapsed_ms": 2966.03, + "returncode": 1, + "prompt_metrics": { + "chars": 22110, + "bytes_utf8": 22110, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76a66fddc25ea236beac3f7710beebd90c1534a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/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": "2026-05-19T16:19:47.918588+00:00", + "ended_at": "2026-05-19T16:19:53.982695+00:00", + "elapsed_ms": 6064.07, + "returncode": 1, + "prompt_metrics": { + "chars": 22110, + "bytes_utf8": 22110, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..735d8dc225e2d1485425948e9a05dc37bfe21c10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_speed_alert, measure_col=displacement.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_speed_alert", + "measure_col": "displacement", + "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": 1197.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..735d8dc225e2d1485425948e9a05dc37bfe21c10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=is_speed_alert, measure_col=displacement.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "is_speed_alert", + "measure_col": "displacement", + "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": 1197.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6abc6ce566cc941ef0e76bf8e6a5aa0b05c91e2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-39d4-70b2-89bd-74e35a02d014"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..831d3e87ef55153374ad5a94f2ed86fe00806879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-39d4-70b2-89bd-74e35a02d014"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..295b142dba7897418c868b883ea61a5b0d7400f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-4973-73e3-9af5-06aa862c9372"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdfc34253a881cd6462b46803239472df6bc7f9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4109-4973-73e3-9af5-06aa862c9372"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f3813ba9786e4b5e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca3cf98924aac4e996c28ce106c97848b7d99193 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/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": "2026-05-19T16:07:05.208761+00:00", + "ended_at": "2026-05-19T16:07:08.448941+00:00", + "elapsed_ms": 3240.15, + "returncode": 1, + "prompt_metrics": { + "chars": 21551, + "bytes_utf8": 21551, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1759d38bc21bc9180b3564082df95d20b9a0212e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/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": "2026-05-19T16:07:09.451370+00:00", + "ended_at": "2026-05-19T16:07:12.916736+00:00", + "elapsed_ms": 3465.33, + "returncode": 1, + "prompt_metrics": { + "chars": 21551, + "bytes_utf8": 21551, + "lines": 624, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce1b7a9d1ed0a9b65db8a2164c020cf38f1240f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_car, measure_col=policy_tenure.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_car", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce1b7a9d1ed0a9b65db8a2164c020cf38f1240f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,624 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_car, measure_col=policy_tenure.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "age_of_car", + "measure_col": "policy_tenure", + "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": 0.904032, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..accb67ac8a0ebeeb74f2845a059eb1841f334eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a5fc-7af0-97cc-c7fbe8659499"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e2f4dea9abdef6cf2231095d9f1481e9917cbcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-a5fc-7af0-97cc-c7fbe8659499"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3836e521350723d78c5ba90dc395ca52329d48be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b689-7563-8a7e-5669a208e731"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..08b64c0d96b27b5325b9ae2a592fa6687c668570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b689-7563-8a7e-5669a208e731"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f44c275605ef8d47/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d75348f87139d0ce24bf786a3283694ab5e64e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/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": "2026-05-19T16:11:07.613115+00:00", + "ended_at": "2026-05-19T16:11:11.002828+00:00", + "elapsed_ms": 3389.68, + "returncode": 1, + "prompt_metrics": { + "chars": 21942, + "bytes_utf8": 21942, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2e2713ee9df161de642cdbc4d61ecca91e957b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/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": "2026-05-19T16:11:12.005817+00:00", + "ended_at": "2026-05-19T16:11:14.988382+00:00", + "elapsed_ms": 2982.52, + "returncode": 1, + "prompt_metrics": { + "chars": 21942, + "bytes_utf8": 21942, + "lines": 626, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82588d437eb23df404aec8a9dbd68158a7b94f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=height, measure_col=width.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "height", + "measure_col": "width", + "item_col": "age_of_policyholder", + "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": 1735.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82588d437eb23df404aec8a9dbd68158a7b94f2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,626 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m2 +- dataset_name: Carinsuranceclaimprediction Classification +- table_name: m2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 43 feature columns and target `is_day_night_rear_view_mirror`. +- task_type: classification +- target_column: is_day_night_rear_view_mirror +- main_row_count: 58592 +- important_fields: +- policy_id: role=feature, type=identifier_string. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for policy id. +- policy_tenure: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for policy tenure. +- age_of_car: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of car. +- age_of_policyholder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age of policyholder. +- area_cluster: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for area cluster. +- population_density: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for population density. +- make: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for make. +- segment: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for segment. +- model: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for model. +- fuel_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for fuel type. +- max_torque: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max torque. +- max_power: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for max power. +- engine_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for engine type. +- airbags: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for airbags. +- is_esc: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is esc. +- is_adjustable_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is adjustable steering. +- is_tpms: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is tpms. +- is_parking_sensors: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking sensors. +- is_parking_camera: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is parking camera. +- rear_brakes_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rear brakes type. +- displacement: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for displacement. +- cylinder: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for cylinder. +- transmission_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for transmission type. +- gear_box: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gear box. +- steering_type: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for steering type. +- turning_radius: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for turning radius. +- length: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for length. +- width: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for width. +- height: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for height. +- gross_weight: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for gross weight. +- is_front_fog_lights: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is front fog lights. +- is_rear_window_wiper: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window wiper. +- is_rear_window_washer: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window washer. +- is_rear_window_defogger: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is rear window defogger. +- is_brake_assist: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is brake assist. +- is_power_door_locks: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power door locks. +- is_central_locking: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is central locking. +- is_power_steering: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is power steering. +- is_driver_seat_height_adjustable: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is driver seat height adjustable. +- is_day_night_rear_view_mirror: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for is day night rear view mirror. +- is_ecw: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is ecw. +- is_speed_alert: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is speed alert. +- ncap_rating: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ncap rating. +- is_claim: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for is claim. +- useful_field_combinations: [['age_of_car', 'age_of_policyholder', 'is_day_night_rear_view_mirror'], ['age_of_car', 'policy_tenure', 'is_day_night_rear_view_mirror'], ['policy_tenure', 'age_of_car', 'is_day_night_rear_view_mirror']] +- fields_requiring_caution: ['is_day_night_rear_view_mirror', 'policy_tenure'] +- source_url: https://www.kaggle.com/datasets/ifteshanajnin/carinsuranceclaimprediction-classification + +SQLite schema snapshot: +{ + "table_name": "m2", + "quoted_table_name": "\"m2\"", + "row_count": 58592, + "columns": [ + { + "name": "policy_id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "policy_tenure", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_car", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "age_of_policyholder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "area_cluster", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "population_density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "make", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "segment", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "model", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "fuel_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_torque", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "max_power", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "engine_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "airbags", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_esc", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_adjustable_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_tpms", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_sensors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_parking_camera", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "rear_brakes_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "displacement", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "cylinder", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "transmission_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gear_box", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "steering_type", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "turning_radius", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "length", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "width", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "height", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "gross_weight", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_front_fog_lights", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_wiper", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_washer", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_rear_window_defogger", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_brake_assist", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_door_locks", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_central_locking", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_power_steering", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_driver_seat_height_adjustable", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_day_night_rear_view_mirror", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_ecw", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_speed_alert", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ncap_rating", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "is_claim", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "policy_id": "ID00001", + "policy_tenure": "0.515873589958172", + "age_of_car": "0.05", + "age_of_policyholder": "0.644230769230769", + "area_cluster": "C1", + "population_density": "4990", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00002", + "policy_tenure": "0.672618513547733", + "age_of_car": "0.02", + "age_of_policyholder": "0.375", + "area_cluster": "C2", + "population_density": "27003", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00003", + "policy_tenure": "0.841110255796233", + "age_of_car": "0.02", + "age_of_policyholder": "0.384615384615385", + "area_cluster": "C3", + "population_density": "4076", + "make": "1", + "segment": "A", + "model": "M1", + "fuel_type": "CNG", + "max_torque": "60Nm@3500rpm", + "max_power": "40.36bhp@6000rpm", + "engine_type": "F8D Petrol Engine", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "No", + "rear_brakes_type": "Drum", + "displacement": "796", + "cylinder": "3", + "transmission_type": "Manual", + "gear_box": "5", + "steering_type": "Power", + "turning_radius": "4.6", + "length": "3445", + "width": "1515", + "height": "1475", + "gross_weight": "1185", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "No", + "is_central_locking": "No", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "No", + "is_ecw": "No", + "is_speed_alert": "Yes", + "ncap_rating": "0", + "is_claim": "0" + }, + { + "policy_id": "ID00004", + "policy_tenure": "0.900276558749967", + "age_of_car": "0.11", + "age_of_policyholder": "0.432692307692308", + "area_cluster": "C4", + "population_density": "21622", + "make": "1", + "segment": "C1", + "model": "M2", + "fuel_type": "Petrol", + "max_torque": "113Nm@4400rpm", + "max_power": "88.50bhp@6000rpm", + "engine_type": "1.2 L K12N Dualjet", + "airbags": "2", + "is_esc": "Yes", + "is_adjustable_steering": "Yes", + "is_tpms": "No", + "is_parking_sensors": "Yes", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "1197", + "cylinder": "4", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "4.8", + "length": "3995", + "width": "1735", + "height": "1515", + "gross_weight": "1335", + "is_front_fog_lights": "Yes", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "Yes", + "is_brake_assist": "Yes", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "Yes", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + }, + { + "policy_id": "ID00005", + "policy_tenure": "0.596402813108729", + "age_of_car": "0.11", + "age_of_policyholder": "0.634615384615385", + "area_cluster": "C5", + "population_density": "34738", + "make": "2", + "segment": "A", + "model": "M3", + "fuel_type": "Petrol", + "max_torque": "91Nm@4250rpm", + "max_power": "67.06bhp@5500rpm", + "engine_type": "1.0 SCe", + "airbags": "2", + "is_esc": "No", + "is_adjustable_steering": "No", + "is_tpms": "No", + "is_parking_sensors": "No", + "is_parking_camera": "Yes", + "rear_brakes_type": "Drum", + "displacement": "999", + "cylinder": "3", + "transmission_type": "Automatic", + "gear_box": "5", + "steering_type": "Electric", + "turning_radius": "5", + "length": "3731", + "width": "1579", + "height": "1490", + "gross_weight": "1155", + "is_front_fog_lights": "No", + "is_rear_window_wiper": "No", + "is_rear_window_washer": "No", + "is_rear_window_defogger": "No", + "is_brake_assist": "No", + "is_power_door_locks": "Yes", + "is_central_locking": "Yes", + "is_power_steering": "Yes", + "is_driver_seat_height_adjustable": "No", + "is_day_night_rear_view_mirror": "Yes", + "is_ecw": "Yes", + "is_speed_alert": "Yes", + "ncap_rating": "2", + "is_claim": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m2", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=height, measure_col=width.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "height", + "measure_col": "width", + "item_col": "age_of_policyholder", + "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": 1735.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af1a8ed6c6b7ee3d1f928551d26f23507e351040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-58d6-77b0-82c4-264843323fab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1000f232a84dbc61f8967bcdee8c337904c2fade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-58d6-77b0-82c4-264843323fab"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0c2ae0ffa6fbd516f4b106ab57801eb3beefc88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6a09-7381-bb77-acdc2362816f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..df8a2ff789b8ed702dcdcff8c0fa6d3027602fc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-6a09-7381-bb77-acdc2362816f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..610f621e8e52c00c70208b626134df73e0194d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:19.921375+00:00", + "ended_at": "2026-05-19T16:25:29.363720+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_00b86101387d68c8", + "problem_id": "v2p_n3_dc455ec305254c35", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "bindings": { + "measure_col": "residual sugar", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc41ee557bb77d6c8e3536f8bd8a6b93bcc0bb5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00b86101387d68c8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:24.258145+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4332.53, "started_at": "2026-05-19T16:25:19.924225+00:00", "ended_at": "2026-05-19T16:25:24.256813+00:00", "prompt_metrics": {"chars": 7615, "bytes_utf8": 7615, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-5ab9-7053-9420-6a67e158a0a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:29.363603+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4102.89, "started_at": "2026-05-19T16:25:25.259536+00:00", "ended_at": "2026-05-19T16:25:29.362488+00:00", "prompt_metrics": {"chars": 7615, "bytes_utf8": 7615, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-6f72-7052-b9f5-fa5f47f0f8fa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00f9c3c6aaa239fb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00f9c3c6aaa239fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8b68b6b05a597cf0de68e3980759397b7d0ead6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00f9c3c6aaa239fb/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:28.028027+00:00", + "ended_at": "2026-05-19T16:27:35.390721+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_00f9c3c6aaa239fb", + "problem_id": "v2p_n3_ae12781e305b3e76", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00f9c3c6aaa239fb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00f9c3c6aaa239fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7daab6087665edd442190162dd6651f3b01b77c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_00f9c3c6aaa239fb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:31.364658+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3333.84, "started_at": "2026-05-19T16:27:28.029754+00:00", "ended_at": "2026-05-19T16:27:31.363629+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-4ef7-7f81-ba4b-247d63899138\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:35.390606+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3022.83, "started_at": "2026-05-19T16:27:32.366667+00:00", "ended_at": "2026-05-19T16:27:35.389564+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-5ff7-7f30-b9e9-fb44a4238f57\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..997966a6ef42ce7c73adbc9bc888e17cf7ff1f9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:21.851616+00:00", + "ended_at": "2026-05-19T16:08:28.692896+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_013e40bfcc5a99f7", + "problem_id": "v2p_n3_6c67d6596e05925d", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20e9866045eb819efaa3e3d4cb9e130b5844a384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:24.943785+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3090.26, "started_at": "2026-05-19T16:08:21.852816+00:00", "ended_at": "2026-05-19T16:08:24.943105+00:00", "prompt_metrics": {"chars": 7685, "bytes_utf8": 7685, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-d148-7e32-9530-707a98047179\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:28.692798+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2746.68, "started_at": "2026-05-19T16:08:25.945135+00:00", "ended_at": "2026-05-19T16:08:28.691861+00:00", "prompt_metrics": {"chars": 7685, "bytes_utf8": 7685, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-e164-7613-8f77-d390efc48453\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35768b82ca89e8276b69d4d70c6e6673028776b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:19:45.781018+00:00", + "ended_at": "2026-05-19T16:19:53.313118+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_01f2bd753969eb73", + "problem_id": "v2p_n3_c9a252c748f8a54f", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=pH.", + "bindings": { + "group_col": "sulphates", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5e1c60958ebd5a0da67964811aa7ff1b255a2da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_01f2bd753969eb73/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:49.103360+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3319.72, "started_at": "2026-05-19T16:19:45.782851+00:00", "ended_at": "2026-05-19T16:19:49.102592+00:00", "prompt_metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-4105-7613-8584-737c25ca8254\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:53.313028+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3208.0, "started_at": "2026-05-19T16:19:50.104225+00:00", "ended_at": "2026-05-19T16:19:53.312262+00:00", "prompt_metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-5260-7851-8bc4-4f63a5d55870\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_042ac59eed99c3f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_042ac59eed99c3f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ed8af258d44ae45f6618b7857978f1743c0a68a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_042ac59eed99c3f4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:19:37.060132+00:00", + "ended_at": "2026-05-19T16:19:45.780226+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_042ac59eed99c3f4", + "problem_id": "v2p_n3_ffbe4d981165e880", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=pH.", + "bindings": { + "group_col": "sulphates", + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_042ac59eed99c3f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_042ac59eed99c3f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c35a604ba493bd58aabadc55d7e5fe4858b18e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_042ac59eed99c3f4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:41.821127+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4758.97, "started_at": "2026-05-19T16:19:37.061258+00:00", "ended_at": "2026-05-19T16:19:41.820258+00:00", "prompt_metrics": {"chars": 7835, "bytes_utf8": 7835, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-1f14-7090-84e6-4b4e0e007ffe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:45.780131+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2957.03, "started_at": "2026-05-19T16:19:42.822265+00:00", "ended_at": "2026-05-19T16:19:45.779332+00:00", "prompt_metrics": {"chars": 7835, "bytes_utf8": 7835, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-3589-7330-b8af-f1d4f702ca8b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85f8029e34d15ce947d317403255484ed46e1a62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:25.617324+00:00", + "ended_at": "2026-05-19T16:17:33.436429+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_057a05086a84cfe0", + "problem_id": "v2p_n3_2d4ea84165f93d92", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c8ec13e2ba67323fa189fa78306c4323c2fdcea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_057a05086a84cfe0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:29.113183+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3493.08, "started_at": "2026-05-19T16:17:25.619144+00:00", "ended_at": "2026-05-19T16:17:29.112256+00:00", "prompt_metrics": {"chars": 8211, "bytes_utf8": 8211, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-1e11-7141-99f0-432be945dd62\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:33.436322+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3320.52, "started_at": "2026-05-19T16:17:30.114803+00:00", "ended_at": "2026-05-19T16:17:33.435378+00:00", "prompt_metrics": {"chars": 8211, "bytes_utf8": 8211, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-2f73-71d3-925f-a082db3e5836\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_064702741f312b8a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_064702741f312b8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35ac2613945d5eaca03837af0829dc9c61378228 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_064702741f312b8a/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:22.478241+00:00", + "ended_at": "2026-05-19T16:14:33.650794+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_064702741f312b8a", + "problem_id": "v2p_n3_f2c7485ee840b52a", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_064702741f312b8a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_064702741f312b8a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7c2eab33194456f27ca05830324d7cbcefb36df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_064702741f312b8a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:29.455271+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6974.95, "started_at": "2026-05-19T16:14:22.479549+00:00", "ended_at": "2026-05-19T16:14:29.454526+00:00", "prompt_metrics": {"chars": 7995, "bytes_utf8": 7995, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-5217-7db0-a2d4-d817151c9950\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:33.650709+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3193.35, "started_at": "2026-05-19T16:14:30.456642+00:00", "ended_at": "2026-05-19T16:14:33.650042+00:00", "prompt_metrics": {"chars": 7995, "bytes_utf8": 7995, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-7144-7302-9dc5-d7a96954f074\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0c5576fc4ebb276e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0c5576fc4ebb276e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d0ebb4b2d08598b0aa8bd34144bd211b2a08ae5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0c5576fc4ebb276e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:38.480741+00:00", + "ended_at": "2026-05-19T16:18:45.755915+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0c5576fc4ebb276e", + "problem_id": "v2p_n3_4766d65dfe4c1079", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=citric acid.", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0c5576fc4ebb276e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0c5576fc4ebb276e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c4525298799a2300d74ef3d9776edd343951eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0c5576fc4ebb276e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:41.795271+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3312.62, "started_at": "2026-05-19T16:18:38.481845+00:00", "ended_at": "2026-05-19T16:18:41.794495+00:00", "prompt_metrics": {"chars": 8231, "bytes_utf8": 8231, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-3a20-7e00-8b12-39384f32bf89\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:45.755730+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2957.55, "started_at": "2026-05-19T16:18:42.796683+00:00", "ended_at": "2026-05-19T16:18:45.754279+00:00", "prompt_metrics": {"chars": 8231, "bytes_utf8": 8231, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-4ae0-7633-9b28-cfeee11452f6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9203f5f1c7d5e70fa2d1aacbe2c954916b4a1ad5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:55.138126+00:00", + "ended_at": "2026-05-19T16:12:02.381737+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0cd59c719f55b19f", + "problem_id": "v2p_n3_8506720119be0fc7", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "item_col": "density", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..345decf7de645bc4d1cfbe39cd83d9aafd9da5e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0cd59c719f55b19f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:58.047485+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2907.47, "started_at": "2026-05-19T16:11:55.139247+00:00", "ended_at": "2026-05-19T16:11:58.046739+00:00", "prompt_metrics": {"chars": 8104, "bytes_utf8": 8104, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-12a2-7860-bf1b-c7f65810d272\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:02.381642+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3331.98, "started_at": "2026-05-19T16:11:59.048874+00:00", "ended_at": "2026-05-19T16:12:02.380894+00:00", "prompt_metrics": {"chars": 8104, "bytes_utf8": 8104, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-21cb-7d82-ae5d-9fb7356734fb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0d6f0d1fca238773/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0d6f0d1fca238773/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..961ef29cd959941d6bd679158bb81fdec548dba3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0d6f0d1fca238773/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:12.159717+00:00", + "ended_at": "2026-05-19T16:27:19.555759+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0d6f0d1fca238773", + "problem_id": "v2p_n3_d58cc5bf77c0858e", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0d6f0d1fca238773/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0d6f0d1fca238773/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89dd5494c29f497eb32c05d8f2a17d861b7bc430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_0d6f0d1fca238773/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:15.219198+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3056.03, "started_at": "2026-05-19T16:27:12.161190+00:00", "ended_at": "2026-05-19T16:27:15.217264+00:00", "prompt_metrics": {"chars": 7657, "bytes_utf8": 7657, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-1100-7132-9457-d14f528a951c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:19.555660+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3334.42, "started_at": "2026-05-19T16:27:16.220332+00:00", "ended_at": "2026-05-19T16:27:19.554794+00:00", "prompt_metrics": {"chars": 7657, "bytes_utf8": 7657, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-20f3-76b3-abb2-a51905f986cb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..de4796edbf0ce3f54c168fdbf9a443c5fd317e79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/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": "2026-05-19T16:18:14.470687+00:00", + "ended_at": "2026-05-19T16:18:18.665266+00:00", + "elapsed_ms": 4194.55, + "returncode": 1, + "prompt_metrics": { + "chars": 8231, + "bytes_utf8": 8231, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..024bbfb91f23bfdc3fba34c39ef413addabbb45b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/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": "2026-05-19T16:18:19.667437+00:00", + "ended_at": "2026-05-19T16:18:24.195286+00:00", + "elapsed_ms": 4527.8, + "returncode": 1, + "prompt_metrics": { + "chars": 8231, + "bytes_utf8": 8231, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..291278405bc32d344c5d241732680717f50bdf0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..291278405bc32d344c5d241732680717f50bdf0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca39a99a5a4fb250dd0db8620aa08c2b371f9c2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-dcdd-76c3-95f2-0e34e3f6cfbd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0569d6d91eb9ff8b5ebf840fd7dae487f75da695 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-dcdd-76c3-95f2-0e34e3f6cfbd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95f4958a719f4d290724ab9824a077a1e8904974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f08e-7313-8210-82b0490e7c96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f507b05e172c23e8c52a6b9c1028592957478e3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4107-f08e-7313-8210-82b0490e7c96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6d8025c8ee86ba3859091a744f576d76969dcb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:14.468917+00:00", + "ended_at": "2026-05-19T16:18:24.196165+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1021a9d470ccfdbf", + "problem_id": "v2p_n3_1fd6d103432102ec", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5506d63878698eaab61415747d58b33c45cf636b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1021a9d470ccfdbf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:18.665943+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4194.55, "started_at": "2026-05-19T16:18:14.470687+00:00", "ended_at": "2026-05-19T16:18:18.665266+00:00", "prompt_metrics": {"chars": 8231, "bytes_utf8": 8231, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-dcdd-76c3-95f2-0e34e3f6cfbd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:24.196073+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4527.8, "started_at": "2026-05-19T16:18:19.667437+00:00", "ended_at": "2026-05-19T16:18:24.195286+00:00", "prompt_metrics": {"chars": 8231, "bytes_utf8": 8231, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-f08e-7313-8210-82b0490e7c96\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d40eea542b96dc044e54235315051af97ae96ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/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": "2026-05-19T16:15:42.401783+00:00", + "ended_at": "2026-05-19T16:15:47.977232+00:00", + "elapsed_ms": 5575.43, + "returncode": 1, + "prompt_metrics": { + "chars": 7839, + "bytes_utf8": 7839, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3690240c079ae981a6e178473f54081c5f5b902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/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": "2026-05-19T16:15:48.979254+00:00", + "ended_at": "2026-05-19T16:15:56.635378+00:00", + "elapsed_ms": 7656.07, + "returncode": 1, + "prompt_metrics": { + "chars": 7839, + "bytes_utf8": 7839, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..475b7bc7f15ac8c32baa07d643ad3c208bb6bc40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=density.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..475b7bc7f15ac8c32baa07d643ad3c208bb6bc40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=density.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2cc973f87c9ec2b89d7876bc56eaa59f10461e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-8a59-76e0-85f4-a3f839455def"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ef3e1d58575042ba5fa605d4cd5517f0f7eb98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-8a59-76e0-85f4-a3f839455def"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..994b0eab67599cd7b0279fd963fbce23c0a5c875 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a3e2-7c33-bef1-59aa4165710c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a51c13704f4e7b99e6a7f641dbc0046585442ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4105-a3e2-7c33-bef1-59aa4165710c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..185ef12f949192188c4004ab213133c32cd3450a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:42.400721+00:00", + "ended_at": "2026-05-19T16:15:56.636217+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_133ac1dd4c052852", + "problem_id": "v2p_n3_aa6a2824f214f191", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=density.", + "bindings": { + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc54a61e59f9314495d99c38bb8dda350864457a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_133ac1dd4c052852/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:47.977923+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5575.43, "started_at": "2026-05-19T16:15:42.401783+00:00", "ended_at": "2026-05-19T16:15:47.977232+00:00", "prompt_metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-8a59-76e0-85f4-a3f839455def\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:56.636129+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7656.07, "started_at": "2026-05-19T16:15:48.979254+00:00", "ended_at": "2026-05-19T16:15:56.635378+00:00", "prompt_metrics": {"chars": 7839, "bytes_utf8": 7839, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-a3e2-7c33-bef1-59aa4165710c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c21c8b9799acea3f093958a21d1d192346ea053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:11.434223+00:00", + "ended_at": "2026-05-19T16:16:19.381214+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_166a8802a9919e2c", + "problem_id": "v2p_n3_d3ebcd7a591f6899", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol.", + "bindings": { + "measure_col": "alcohol", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d879c1e3123baabf23d593988d705f09d9938fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_166a8802a9919e2c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:14.838759+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3401.99, "started_at": "2026-05-19T16:16:11.435695+00:00", "ended_at": "2026-05-19T16:16:14.837728+00:00", "prompt_metrics": {"chars": 7836, "bytes_utf8": 7836, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-fc2f-7361-ac8a-3681b6476a73\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:19.381108+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3539.89, "started_at": "2026-05-19T16:16:15.840185+00:00", "ended_at": "2026-05-19T16:16:19.380125+00:00", "prompt_metrics": {"chars": 7836, "bytes_utf8": 7836, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-0d70-7470-b771-c590be5e7984\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_16e0c70bd0131559/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_16e0c70bd0131559/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9da7bdf7dc03ebf13443e6070dc5cba1dc766aeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_16e0c70bd0131559/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:49.401693+00:00", + "ended_at": "2026-05-19T16:09:57.242793+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_16e0c70bd0131559", + "problem_id": "v2p_n3_be96d79b6fc052c6", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_16e0c70bd0131559/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_16e0c70bd0131559/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a43c89f92d3f549354ca18661d43994ac1fb68cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_16e0c70bd0131559/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:52.511445+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3107.8, "started_at": "2026-05-19T16:09:49.402875+00:00", "ended_at": "2026-05-19T16:09:52.510697+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-274f-78c0-9e45-77fa176a5d90\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:57.242603+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3729.22, "started_at": "2026-05-19T16:09:53.512378+00:00", "ended_at": "2026-05-19T16:09:57.241631+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-376d-7d43-a39f-ea9a0db0c7ff\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af89a4984f072b6f8dba3a2b40a45246d0e0a961 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 6.758515283842795}, {"alcohol": "9.5", "support": 228, "avg_response": 6.943859649122807}, {"alcohol": "9.2", "support": 199, "avg_response": 6.919597989949748}, {"alcohol": "9", "support": 185, "avg_response": 6.852972972972973}, {"alcohol": "10", "support": 162, "avg_response": 7.0438271604938265}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cefa6179446370154ee7abf23ae28aa8eb437429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_17f5d523d180b098 +-- problem_id: v2p_n3_e7dda2768de1e35e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ce797d5bbc9e096cdac4a4726489ba7d422c7c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_17f5d523d180b098\n-- problem_id: v2p_n3_e7dda2768de1e35e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_17f5d523d180b098\\n-- problem_id: v2p_n3_e7dda2768de1e35e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 6.758515283842795}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 6.943859649122807}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 6.919597989949748}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 6.852972972972973}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 7.0438271604938265}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 6.911875}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 6.779746835443039}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 6.909803921568628}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 6.963888888888889}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 6.914705882352941}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 6.882962962962964}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 6.895522388059701}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 7.0053846153846155}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 6.96328125}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 6.895041322314049}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 7.071052631578947}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 6.881578947368421}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 6.788392857142857}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 6.796330275229358}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 6.906542056074766}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 7.137142857142857}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 6.8843137254901965}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 6.7188118811881195}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 6.857291666666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 6.977894736842105}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 6.969318181818181}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 6.864772727272728}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 6.722093023255814}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 7.029411764705882}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 6.940361445783132}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 6.685542168674698}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 7.07948717948718}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 6.708823529411765}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 6.73015873015873}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 6.690322580645161}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 6.786666666666666}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 6.706896551724138}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 6.671428571428572}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 6.698148148148148}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 6.8830188679245285}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 6.776470588235295}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 6.78695652173913}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 6.564102564102564}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 6.516666666666667}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 7.2}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 6.42}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 6.061111111111111}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 6.521428571428571}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 6.2250000000000005}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 6.966666666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2bf78671d0030deae839999aab17861d6ac8e24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.416054+00:00", + "ended_at": "2026-05-19T16:29:42.419573+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_17f5d523d180b098", + "problem_id": "v2p_n3_e7dda2768de1e35e", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_17f5d523d180b098.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_17f5d523d180b098/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_189d01080ebba895/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_189d01080ebba895/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1baeb377e60963d0004d3a17ddaf3cf6f872f084 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_189d01080ebba895/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:55.298596+00:00", + "ended_at": "2026-05-19T16:29:02.696387+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_189d01080ebba895", + "problem_id": "v2p_n3_7b1f7d11eecdfb81", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_189d01080ebba895/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_189d01080ebba895/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e56cb64cb99acd22dc9af130cfd9713473c7d4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_189d01080ebba895/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:58.450116+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3148.79, "started_at": "2026-05-19T16:28:55.300067+00:00", "ended_at": "2026-05-19T16:28:58.448892+00:00", "prompt_metrics": {"chars": 7769, "bytes_utf8": 7769, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-a40d-7d63-9928-f4d0d9a4163e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:02.696286+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3243.79, "started_at": "2026-05-19T16:28:59.451529+00:00", "ended_at": "2026-05-19T16:29:02.695367+00:00", "prompt_metrics": {"chars": 7769, "bytes_utf8": 7769, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-b416-7060-b471-d42fce36d7a8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1a7cf5cc4eae02b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1a7cf5cc4eae02b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..247faf3ca32cd7a651b4257cd9b46034128abbdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1a7cf5cc4eae02b7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:01.578339+00:00", + "ended_at": "2026-05-19T16:13:09.273813+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1a7cf5cc4eae02b7", + "problem_id": "v2p_n3_1d807af98821572c", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "item_col": "fixed acidity", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1a7cf5cc4eae02b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1a7cf5cc4eae02b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..599c095386ead23761cf99ad8bd4bb60e5d8cac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1a7cf5cc4eae02b7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:05.057385+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3477.09, "started_at": "2026-05-19T16:13:01.579507+00:00", "ended_at": "2026-05-19T16:13:05.056624+00:00", "prompt_metrics": {"chars": 8076, "bytes_utf8": 8076, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-15f7-7193-a812-db1c8de23d59\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:09.273724+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3213.94, "started_at": "2026-05-19T16:13:06.058964+00:00", "ended_at": "2026-05-19T16:13:09.272969+00:00", "prompt_metrics": {"chars": 8076, "bytes_utf8": 8076, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-2799-7083-82ac-2151892b24c7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1b67bfa31db4f804/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1b67bfa31db4f804/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a65b3e8911936cfff0b170f10897c97512cb21fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1b67bfa31db4f804/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:12.183093+00:00", + "ended_at": "2026-05-19T16:10:19.445188+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1b67bfa31db4f804", + "problem_id": "v2p_n3_c2d36846c230ef0a", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1b67bfa31db4f804/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1b67bfa31db4f804/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5466f2ba91847bc12e67398d889bc24f70469ace --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1b67bfa31db4f804/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:15.099459+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2914.27, "started_at": "2026-05-19T16:10:12.184403+00:00", "ended_at": "2026-05-19T16:10:15.098705+00:00", "prompt_metrics": {"chars": 7579, "bytes_utf8": 7579, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-8067-7b11-bb78-76d5b062031f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:19.445069+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3343.83, "started_at": "2026-05-19T16:10:16.100361+00:00", "ended_at": "2026-05-19T16:10:19.444222+00:00", "prompt_metrics": {"chars": 7579, "bytes_utf8": 7579, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-8f9d-7882-90a6-a78283b15882\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae7923a560de7a0a470ccecbf60a30a89ade9e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:20:00.599061+00:00", + "ended_at": "2026-05-19T16:20:08.862129+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1d2d9b92c4822edb", + "problem_id": "v2p_n3_7433507729e8b866", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=sulphates.", + "bindings": { + "group_col": "quality", + "measure_col": "sulphates", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..813785e8bcc9d0cbab866ef630f04f411dd35b97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1d2d9b92c4822edb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:04.543290+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3941.62, "started_at": "2026-05-19T16:20:00.600206+00:00", "ended_at": "2026-05-19T16:20:04.541850+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-7adb-7270-ace7-ce2373b57a78\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:08.862035+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3316.72, "started_at": "2026-05-19T16:20:05.544499+00:00", "ended_at": "2026-05-19T16:20:08.861260+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-8e2e-7c71-acb1-09128d7c1e84\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e99c9d8df97fb4b9b9329bfac19faf6addbdb1c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:11:02.960508+00:00", + "ended_at": "2026-05-19T16:11:06.188476+00:00", + "elapsed_ms": 3227.94, + "returncode": 1, + "prompt_metrics": { + "chars": 8097, + "bytes_utf8": 8097, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f05c72f2e8d80394268d7bad8f83c837d28d63c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/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": "2026-05-19T16:11:07.190345+00:00", + "ended_at": "2026-05-19T16:11:10.425230+00:00", + "elapsed_ms": 3234.85, + "returncode": 1, + "prompt_metrics": { + "chars": 8097, + "bytes_utf8": 8097, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..254cf8eec13b204e6936e86981453cca48bb1eb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "item_col": "residual sugar", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..254cf8eec13b204e6936e86981453cca48bb1eb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "item_col": "residual sugar", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62e2b5a886c87b92a9e7f74d1718251e83d35fd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-46ce-7c51-b128-98adb18e28c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01f238f71314d910b5cf286b0567bac7d8958948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-46ce-7c51-b128-98adb18e28c2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81f4e7e9a584cb4486b754340c02b7f851d8cdb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-574e-7c42-a4e1-7e73f23c5bd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1c09bb4ce2bcfe6682796ae9b71150549bb0f42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4101-574e-7c42-a4e1-7e73f23c5bd0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c9b3aed00dd2d89cbc42dd489bf3070654c0d78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:02.959368+00:00", + "ended_at": "2026-05-19T16:11:10.426107+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1eb19889856c24b1", + "problem_id": "v2p_n3_7c2b9c470c07ce4d", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "item_col": "residual sugar", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e60b424e2c80d36e761d02cc6b44ee5df0f8844d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_1eb19889856c24b1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:06.189291+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3227.94, "started_at": "2026-05-19T16:11:02.960508+00:00", "ended_at": "2026-05-19T16:11:06.188476+00:00", "prompt_metrics": {"chars": 8097, "bytes_utf8": 8097, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-46ce-7c51-b128-98adb18e28c2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:10.425977+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3234.85, "started_at": "2026-05-19T16:11:07.190345+00:00", "ended_at": "2026-05-19T16:11:10.425230+00:00", "prompt_metrics": {"chars": 8097, "bytes_utf8": 8097, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-574e-7c42-a4e1-7e73f23c5bd0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4ce9c33fc3623ac1d184fa2e28d0252be89217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:19:06.283888+00:00", + "ended_at": "2026-05-19T16:19:15.768493+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_24c4054375b11bdc", + "problem_id": "v2p_n3_3e77d8c0983bf44f", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar.", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7acbc94745f726fd4a653bea06edef80d5d3fc86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_24c4054375b11bdc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:09.538067+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3252.28, "started_at": "2026-05-19T16:19:06.285030+00:00", "ended_at": "2026-05-19T16:19:09.537338+00:00", "prompt_metrics": {"chars": 8234, "bytes_utf8": 8234, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-a6b2-7941-9f51-8bb00f5441ae\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:15.768400+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5228.7, "started_at": "2026-05-19T16:19:10.538858+00:00", "ended_at": "2026-05-19T16:19:15.767594+00:00", "prompt_metrics": {"chars": 8234, "bytes_utf8": 8234, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-b747-7592-b322-399b4354692b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4792f2d4f077b6964849c9cf78b7720060a7d415 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:58.223410+00:00", + "ended_at": "2026-05-19T16:18:06.773459+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_26d10f8cb8184819", + "problem_id": "v2p_n3_76e00507e52cb60b", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fec75c424ce253f10e4d3a52a34930188b5792f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_26d10f8cb8184819/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:01.539020+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3312.88, "started_at": "2026-05-19T16:17:58.225041+00:00", "ended_at": "2026-05-19T16:18:01.537962+00:00", "prompt_metrics": {"chars": 8225, "bytes_utf8": 8225, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-9d53-78e1-9f2d-fd126f431b30\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:06.773353+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4231.34, "started_at": "2026-05-19T16:18:02.540931+00:00", "ended_at": "2026-05-19T16:18:06.772335+00:00", "prompt_metrics": {"chars": 8225, "bytes_utf8": 8225, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-ae23-72d1-b85d-9c3f761d3e32\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9cfc4dc5de540d27b3dff43ee06e5499b063c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:17.762156+00:00", + "ended_at": "2026-05-19T16:11:24.681873+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_276efc539507dcc0", + "problem_id": "v2p_n3_865e4e360c4ac667", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "item_col": "chlorides", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63bf42885295dd057dc62b950770d398d3475b20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_276efc539507dcc0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:20.807389+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3043.16, "started_at": "2026-05-19T16:11:17.763320+00:00", "ended_at": "2026-05-19T16:11:20.806504+00:00", "prompt_metrics": {"chars": 8094, "bytes_utf8": 8094, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-80aa-74e2-97e1-1a8e6289ba70\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:24.681698+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2872.31, "started_at": "2026-05-19T16:11:21.808332+00:00", "ended_at": "2026-05-19T16:11:24.680679+00:00", "prompt_metrics": {"chars": 8094, "bytes_utf8": 8094, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-904c-7de0-b87f-34d476bfe20c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..614260bc361a1f98aca72e34a5868d0cfabbd611 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"volatile acidity": "0.28", "support": 263, "avg_response": 6.8604562737642585}, {"volatile acidity": "0.24", "support": 253, "avg_response": 6.858102766798418}, {"volatile acidity": "0.26", "support": 240, "avg_response": 6.822500000000001}, {"volatile acidity": "0.25", "support": 231, "avg_response": 6.895238095238095}, {"volatile acidity": "0.22", "support": 229, "avg_response": 6.835807860262009}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ce4c11b861ab828f74ac20dd93bddd23d72ed96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_285ab24f2c15fd16 +-- problem_id: v2p_n3_52ddacaeafb67d96 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..629da54ff9b89d2498c9c3335a8aa823041ec67a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_285ab24f2c15fd16\n-- problem_id: v2p_n3_52ddacaeafb67d96\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_285ab24f2c15fd16\\n-- problem_id: v2p_n3_52ddacaeafb67d96\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 6.8604562737642585}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 6.858102766798418}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 6.822500000000001}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 6.895238095238095}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 6.835807860262009}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 6.945412844036697}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 7.014351851851852}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 7.057943925233645}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 6.8813131313131315}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 6.864397905759162}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 6.741758241758242}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 6.967231638418079}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 6.9541176470588235}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 6.782500000000001}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 6.897297297297297}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 6.956737588652482}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 6.902857142857143}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 6.908148148148149}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 6.7164179104477615}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 6.763461538461538}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 6.759090909090909}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 6.734883720930233}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 6.815384615384615}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 6.852380952380952}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 6.926229508196721}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 6.972881355932203}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 6.965178571428572}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 6.596296296296296}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 6.893478260869566}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 6.804545454545454}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 7.188888888888889}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 6.968571428571429}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 6.626470588235295}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 6.633333333333334}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 6.843999999999999}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 6.958823529411765}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 6.680000000000001}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 7.557142857142857}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 7.178571428571429}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 6.5928571428571425}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 6.746153846153846}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 7.17}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 6.81}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 6.42}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 6.01}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 7.044444444444444}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 6.777777777777778}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 6.45}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 7.014285714285714}, {\"volatile acidity\": \"0.61\", \"support\": 7, \"avg_response\": 6.985714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.86}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68e874b1f4bb6edbfd4abcfa8463c2df82a7d400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.374401+00:00", + "ended_at": "2026-05-19T16:29:42.378263+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_285ab24f2c15fd16", + "problem_id": "v2p_n3_52ddacaeafb67d96", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_285ab24f2c15fd16.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_285ab24f2c15fd16/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17d10257e563c36209c2247012df8178d3aa103d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:41.318929+00:00", + "ended_at": "2026-05-19T16:14:48.956727+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_31a59b8efac697aa", + "problem_id": "v2p_n3_c724449bcd29f8e2", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e68b925a7d95fbdd155182b0c3237dd17ccc08b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_31a59b8efac697aa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:45.219791+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3898.89, "started_at": "2026-05-19T16:14:41.320140+00:00", "ended_at": "2026-05-19T16:14:45.219058+00:00", "prompt_metrics": {"chars": 7983, "bytes_utf8": 7983, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-9ba2-7ab2-acfb-ee29f5e8a544\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:48.956642+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2734.57, "started_at": "2026-05-19T16:14:46.221264+00:00", "ended_at": "2026-05-19T16:14:48.955885+00:00", "prompt_metrics": {"chars": 7983, "bytes_utf8": 7983, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-aecf-7fb0-818a-932c7c947c73\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_321e7d4cf2efc557/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_321e7d4cf2efc557/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31d76c50844642b119bebacb3c0c7b7e3d53527e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_321e7d4cf2efc557/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:23:52.120766+00:00", + "ended_at": "2026-05-19T16:24:00.088528+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_321e7d4cf2efc557", + "problem_id": "v2p_n3_8babb400586984c0", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_321e7d4cf2efc557/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_321e7d4cf2efc557/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2305f937eed363bfdd74928f7fea53131e65d38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_321e7d4cf2efc557/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:55.607857+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3483.96, "started_at": "2026-05-19T16:23:52.122756+00:00", "ended_at": "2026-05-19T16:23:55.606762+00:00", "prompt_metrics": {"chars": 7915, "bytes_utf8": 7915, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-03ab-7e31-9c2b-cfe26966a2b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:00.088409+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3478.25, "started_at": "2026-05-19T16:23:56.608938+00:00", "ended_at": "2026-05-19T16:24:00.087241+00:00", "prompt_metrics": {"chars": 7915, "bytes_utf8": 7915, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-1536-7533-9256-dafab68d590a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_334db8f2fe4b0e9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_334db8f2fe4b0e9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0e2a4f0fbd7c4855ccff87a033e87cb7c32b5f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_334db8f2fe4b0e9a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:41.712088+00:00", + "ended_at": "2026-05-19T16:09:49.401333+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_334db8f2fe4b0e9a", + "problem_id": "v2p_n3_f6542209cd128ba0", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_334db8f2fe4b0e9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_334db8f2fe4b0e9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cad6404f8912dc818e9ba013f490c7198b0dcb32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_334db8f2fe4b0e9a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:45.138728+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3424.68, "started_at": "2026-05-19T16:09:41.713163+00:00", "ended_at": "2026-05-19T16:09:45.137871+00:00", "prompt_metrics": {"chars": 7704, "bytes_utf8": 7704, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-0952-7e13-8cd3-10ff9f96efad\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:49.401241+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3260.85, "started_at": "2026-05-19T16:09:46.139586+00:00", "ended_at": "2026-05-19T16:09:49.400468+00:00", "prompt_metrics": {"chars": 7704, "bytes_utf8": 7704, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-1aa6-7292-b9cf-cfde030e193c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff8ee89a0d9c9511f10318e74e69b6bb24490945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:33.944309+00:00", + "ended_at": "2026-05-19T16:29:42.335628+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_355d90fdbe323797", + "problem_id": "v2p_n3_5d31211ad286d9a4", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a0b31839de6e913b971a407506b0956035fbf71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_355d90fdbe323797/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:37.766863+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3819.43, "started_at": "2026-05-19T16:29:33.946335+00:00", "ended_at": "2026-05-19T16:29:37.765811+00:00", "prompt_metrics": {"chars": 7756, "bytes_utf8": 7756, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-3ae4-7a20-997c-4183cfaa0f95\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:42.335481+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3565.99, "started_at": "2026-05-19T16:29:38.768257+00:00", "ended_at": "2026-05-19T16:29:42.334300+00:00", "prompt_metrics": {"chars": 7756, "bytes_utf8": 7756, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-4db1-7131-ad3f-f0f7a97e2976\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..885743914da2b6c408a7b29f763e377961ac1cac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:07.800663+00:00", + "ended_at": "2026-05-19T16:08:14.607397+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_37e386127b1d2197", + "problem_id": "v2p_n3_4449203a9feb5f8e", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b39b861225f3a6b39731d05f5d6c52e99fa48e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_37e386127b1d2197/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:10.823615+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3021.06, "started_at": "2026-05-19T16:08:07.801729+00:00", "ended_at": "2026-05-19T16:08:10.822814+00:00", "prompt_metrics": {"chars": 7687, "bytes_utf8": 7687, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-9a75-7763-9260-11ee4a3bd572\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:14.607285+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2781.87, "started_at": "2026-05-19T16:08:11.824526+00:00", "ended_at": "2026-05-19T16:08:14.606427+00:00", "prompt_metrics": {"chars": 7687, "bytes_utf8": 7687, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-aa34-7ba2-bde0-8622a4fdfe10\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_390e4c0d5d35d469/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_390e4c0d5d35d469/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be85f7378c78080fcf29d487e07ae2dd44a3c37b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_390e4c0d5d35d469/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:57.490508+00:00", + "ended_at": "2026-05-19T16:14:05.745583+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_390e4c0d5d35d469", + "problem_id": "v2p_n3_09dea19bcab7ade5", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_390e4c0d5d35d469/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_390e4c0d5d35d469/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04918ac78a4ac918cd0ab1307c4f1ad46ce972f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_390e4c0d5d35d469/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:02.002971+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4510.64, "started_at": "2026-05-19T16:13:57.491639+00:00", "ended_at": "2026-05-19T16:14:02.002305+00:00", "prompt_metrics": {"chars": 8476, "bytes_utf8": 8476, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-f08c-76e0-9f05-68218739436b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:05.745498+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2740.83, "started_at": "2026-05-19T16:14:03.003938+00:00", "ended_at": "2026-05-19T16:14:05.744793+00:00", "prompt_metrics": {"chars": 8476, "bytes_utf8": 8476, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-0606-7d10-b8e5-7b0c5ab31e68\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3934e95d6d975941/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3934e95d6d975941/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd4a3bf9d42aa2bf4e21435dc81c067c0d325dd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3934e95d6d975941/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:56.409297+00:00", + "ended_at": "2026-05-19T16:09:05.172673+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3934e95d6d975941", + "problem_id": "v2p_n3_50433f5bc2ac2b00", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3934e95d6d975941/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3934e95d6d975941/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea8809ab054ae59ec0bf91282b8ea8a77735b4bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3934e95d6d975941/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:00.729312+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4318.19, "started_at": "2026-05-19T16:08:56.410325+00:00", "ended_at": "2026-05-19T16:09:00.728536+00:00", "prompt_metrics": {"chars": 7691, "bytes_utf8": 7691, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-5857-7141-9ee0-07c5a864a91d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:05.172580+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3441.1, "started_at": "2026-05-19T16:09:01.730625+00:00", "ended_at": "2026-05-19T16:09:05.171766+00:00", "prompt_metrics": {"chars": 7691, "bytes_utf8": 7691, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-6d21-7063-af42-95e55b9f11b3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe112f4e8e4a3a03235ddd276ba6e7d92945daef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/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": "2026-05-19T16:21:01.832242+00:00", + "ended_at": "2026-05-19T16:21:12.797304+00:00", + "elapsed_ms": 10965.03, + "returncode": 1, + "prompt_metrics": { + "chars": 7859, + "bytes_utf8": 7859, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c60ea4af17110b0f3a5ff8d75cf7f3f5eb915d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c60ea4af17110b0f3a5ff8d75cf7f3f5eb915d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6da152e2c18f5b3e3e55943008c3a4a8ace3a65e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6a26-7183-8d39-f04e64357fe6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4220bad06be4a59c181850d5da3b45c08b402939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-6a26-7183-8d39-f04e64357fe6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74432c5cae5c6116884ddca4a49f8721959a2049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410a-98f3-7741-94ef-8ca590fa73ba"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b988b9a573410df83f8d32b4bd583a7f95d9f111 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:21:01.830843+00:00", + "ended_at": "2026-05-19T16:21:17.122884+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3b2b002555a64ee8", + "problem_id": "v2p_n3_2c0a85d324a58cdd", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ed16a39b91e4973ef4d40a307eceda8c722075a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3b2b002555a64ee8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:12.798443+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 10965.03, "started_at": "2026-05-19T16:21:01.832242+00:00", "ended_at": "2026-05-19T16:21:12.797304+00:00", "prompt_metrics": {"chars": 7859, "bytes_utf8": 7859, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-6a26-7183-8d39-f04e64357fe6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:17.122797+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3322.7, "started_at": "2026-05-19T16:21:13.799376+00:00", "ended_at": "2026-05-19T16:21:17.122110+00:00", "prompt_metrics": {"chars": 7859, "bytes_utf8": 7859, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-98f3-7741-94ef-8ca590fa73ba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d0190199c85eeafc7eb2349afc6524af5da8c07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"chlorides": "0.044", "support": 201, "avg_response": 0.2683582089552239}, {"chlorides": "0.036", "support": 200, "avg_response": 0.28275}, {"chlorides": "0.042", "support": 184, "avg_response": 0.2721195652173913}, {"chlorides": "0.04", "support": 182, "avg_response": 0.27}, {"chlorides": "0.046", "support": 181, "avg_response": 0.27392265193370163}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ef6e720707740b11c378add69ff869d1182c10c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_3e5d4e990464edef +-- problem_id: v2p_n3_fbfedf417932071b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a31b3ec3702df24e7056cb28de54c96eab056e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_3e5d4e990464edef\n-- problem_id: v2p_n3_fbfedf417932071b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_3e5d4e990464edef\\n-- problem_id: v2p_n3_fbfedf417932071b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 0.2683582089552239}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 0.28275}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 0.2721195652173913}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 0.27}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 0.27392265193370163}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 0.28781609195402297}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 0.25339181286549706}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 0.26523529411764707}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 0.2636764705882353}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 0.2866369047619048}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 0.2725449101796407}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 0.2740625}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 0.2561783439490446}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 0.2676530612244898}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 0.26585106382978724}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 0.2797368421052632}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 0.273}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 0.26834615384615385}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 0.30327731092436977}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 0.2746521739130435}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 0.3009174311926605}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 0.2978240740740741}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 0.28841121495327104}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 0.27774038461538464}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 0.27585858585858586}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 0.2751136363636364}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 0.2524705882352941}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 0.29012345679012347}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 0.26191176470588234}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 0.2528688524590164}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 0.28043103448275863}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 0.28500000000000003}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 0.2679245283018868}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 0.30934782608695655}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 0.29291666666666666}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 0.3}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 0.2743333333333334}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 0.2564}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 0.29869565217391303}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 0.24900000000000003}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 0.2984210526315789}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 0.2981578947368421}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 0.2657894736842105}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 0.3416666666666667}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 0.3361111111111111}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 0.30333333333333334}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 0.34}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 0.23866666666666667}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 0.248}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 0.28111111111111114}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..343f9a0d1162cd48bbb4c2bbb1d8c966fb9fbea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.387283+00:00", + "ended_at": "2026-05-19T16:29:42.390831+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3e5d4e990464edef", + "problem_id": "v2p_n3_fbfedf417932071b", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e5d4e990464edef.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e5d4e990464edef/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10428401bf6b92d743bb24028a62ff460807a71f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total sulfur dioxide": "111", "support": 69, "avg_response": 6.613043478260869}, {"total sulfur dioxide": "113", "support": 61, "avg_response": 6.511475409836065}, {"total sulfur dioxide": "117", "support": 57, "avg_response": 6.889473684210526}, {"total sulfur dioxide": "118", "support": 55, "avg_response": 6.781818181818182}, {"total sulfur dioxide": "122", "support": 54, "avg_response": 6.937037037037038}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc42bee8a6d2f16815e596aefb4a988a7316b654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_3e87d78b174e705c +-- problem_id: v2p_n3_d700db3a656dce6d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afb66ae2fe26f0fed78e0adcd7de2cfeb287d133 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_3e87d78b174e705c\n-- problem_id: v2p_n3_d700db3a656dce6d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_3e87d78b174e705c\\n-- problem_id: v2p_n3_d700db3a656dce6d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 6.613043478260869}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 6.511475409836065}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 6.889473684210526}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 6.781818181818182}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 6.937037037037038}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 6.840740740740741}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 6.72037037037037}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 6.67037037037037}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 6.845283018867924}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 6.707692307692308}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 7.07}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 6.7860000000000005}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 6.761224489795919}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 6.740816326530613}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 6.808333333333334}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 7.2042553191489365}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 6.885106382978724}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 6.834042553191489}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 6.829787234042553}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 6.808510638297872}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 6.778723404255319}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 6.699999999999999}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 6.568085106382979}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 6.886956521739131}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 6.728260869565218}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 6.917777777777778}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 6.8133333333333335}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 6.635555555555556}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 6.9818181818181815}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 6.9386363636363635}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 6.6}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 6.774418604651163}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 6.7627906976744185}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 6.892857142857143}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 6.542857142857143}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 6.982926829268293}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 6.980487804878049}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 6.656097560975609}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 6.585365853658536}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 7.0487179487179485}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 7.033333333333333}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 6.964102564102565}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 6.812820512820513}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 6.826315789473684}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 6.778947368421053}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 6.618421052631579}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 7.083783783783784}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 6.875675675675676}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 6.872972972972972}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 6.754054054054055}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59843fb2b5876e43467b43f8e979fa65b20039a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.395275+00:00", + "ended_at": "2026-05-19T16:29:42.398809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3e87d78b174e705c", + "problem_id": "v2p_n3_d700db3a656dce6d", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e87d78b174e705c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_3e87d78b174e705c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a8061e6ebf8721f5e560349208c2550eca49f12f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:56.636553+00:00", + "ended_at": "2026-05-19T16:16:03.855196+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_41c17302bcee0f9b", + "problem_id": "v2p_n3_078bcdac6e361339", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=pH.", + "bindings": { + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50dc376b05d3590843c5927cd76229e2792b610d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_41c17302bcee0f9b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:59.509471+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2871.12, "started_at": "2026-05-19T16:15:56.637657+00:00", "ended_at": "2026-05-19T16:15:59.508794+00:00", "prompt_metrics": {"chars": 7826, "bytes_utf8": 7826, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-c1e2-7b92-a47d-903f9974982d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:03.855067+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3342.77, "started_at": "2026-05-19T16:16:00.510848+00:00", "ended_at": "2026-05-19T16:16:03.853671+00:00", "prompt_metrics": {"chars": 7826, "bytes_utf8": 7826, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-d104-7180-a27d-99ab2c7afab1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_42ca185409193d24/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_42ca185409193d24/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de26cd32dcfceaefa2de247abd1a1f8a4184f09f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_42ca185409193d24/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:20:15.840394+00:00", + "ended_at": "2026-05-19T16:20:29.053123+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_42ca185409193d24", + "problem_id": "v2p_n3_b1c3226b46585b31", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_42ca185409193d24/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_42ca185409193d24/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dda61f3eaaa0245201e121ee748c90cf37a474c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_42ca185409193d24/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:24.853887+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 9010.7, "started_at": "2026-05-19T16:20:15.842442+00:00", "ended_at": "2026-05-19T16:20:24.853174+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-b67f-7c23-a445-3e8d8dd1c3a1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:29.052925+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3196.95, "started_at": "2026-05-19T16:20:25.854815+00:00", "ended_at": "2026-05-19T16:20:29.051801+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-dd84-7c50-a336-dbc5b1911806\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..576680a3abd91b76aca090f7d630475f24149a76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:19.445665+00:00", + "ended_at": "2026-05-19T16:10:27.384573+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_431279ac8b04d8d4", + "problem_id": "v2p_n3_b711df14907c3559", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e47fb6178350d7da9edd0020c16579338fe4d6c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_431279ac8b04d8d4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:22.638513+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3190.5, "started_at": "2026-05-19T16:10:19.447064+00:00", "ended_at": "2026-05-19T16:10:22.637593+00:00", "prompt_metrics": {"chars": 7575, "bytes_utf8": 7575, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-9cc5-7443-bb7d-74585a46bd4d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:27.384466+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3743.69, "started_at": "2026-05-19T16:10:23.639940+00:00", "ended_at": "2026-05-19T16:10:27.383675+00:00", "prompt_metrics": {"chars": 7575, "bytes_utf8": 7575, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-ad48-7cb0-ab99-b910bb82f0f1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc76260fcd33ba9ef1ceafaefe7605775c0f57d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.5", "support": 249, "support_share": 0.05083707635769702, "cumulative_support": 249}, {"value_label": "0.46", "support": 225, "support_share": 0.045937117190690074, "cumulative_support": 474}, {"value_label": "0.44", "support": 216, "support_share": 0.04409963250306247, "cumulative_support": 690}, {"value_label": "0.38", "support": 214, "support_share": 0.043691302572478566, "cumulative_support": 904}, {"value_label": "0.42", "support": 181, "support_share": 0.03695385871784402, "cumulative_support": 1085}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efb7f1b471a20eaa3567ecdbea3ab424ccc8fe75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_435e10956045a022 +-- problem_id: v2p_n3_13035c505213a470 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..013b81e6decaeb30fcea8fe699740277b13c4984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n3_435e10956045a022\n-- problem_id: v2p_n3_13035c505213a470\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"sulphates\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"sulphates\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n3_435e10956045a022\\n-- problem_id: v2p_n3_13035c505213a470\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0.5\", \"support\": 249, \"support_share\": 0.05083707635769702, \"cumulative_support\": 249}, {\"value_label\": \"0.46\", \"support\": 225, \"support_share\": 0.045937117190690074, \"cumulative_support\": 474}, {\"value_label\": \"0.44\", \"support\": 216, \"support_share\": 0.04409963250306247, \"cumulative_support\": 690}, {\"value_label\": \"0.38\", \"support\": 214, \"support_share\": 0.043691302572478566, \"cumulative_support\": 904}, {\"value_label\": \"0.42\", \"support\": 181, \"support_share\": 0.03695385871784402, \"cumulative_support\": 1085}, {\"value_label\": \"0.48\", \"support\": 179, \"support_share\": 0.036545528787260105, \"cumulative_support\": 1264}, {\"value_label\": \"0.45\", \"support\": 178, \"support_share\": 0.03634136382196815, \"cumulative_support\": 1442}, {\"value_label\": \"0.47\", \"support\": 172, \"support_share\": 0.03511637403021641, \"cumulative_support\": 1614}, {\"value_label\": \"0.4\", \"support\": 168, \"support_share\": 0.03429971416904859, \"cumulative_support\": 1782}, {\"value_label\": \"0.54\", \"support\": 167, \"support_share\": 0.03409554920375663, \"cumulative_support\": 1949}, {\"value_label\": \"0.49\", \"support\": 166, \"support_share\": 0.03389138423846468, \"cumulative_support\": 2115}, {\"value_label\": \"0.43\", \"support\": 161, \"support_share\": 0.0328705594120049, \"cumulative_support\": 2276}, {\"value_label\": \"0.52\", \"support\": 156, \"support_share\": 0.031849734585545124, \"cumulative_support\": 2432}, {\"value_label\": \"0.39\", \"support\": 151, \"support_share\": 0.03082890975908534, \"cumulative_support\": 2583}, {\"value_label\": \"0.51\", \"support\": 140, \"support_share\": 0.028583095140873826, \"cumulative_support\": 2723}, {\"value_label\": \"0.41\", \"support\": 139, \"support_share\": 0.02837893017558187, \"cumulative_support\": 2862}, {\"value_label\": \"0.53\", \"support\": 135, \"support_share\": 0.027562270314414047, \"cumulative_support\": 2997}, {\"value_label\": \"0.37\", \"support\": 129, \"support_share\": 0.02633728052266231, \"cumulative_support\": 3126}, {\"value_label\": \"0.36\", \"support\": 120, \"support_share\": 0.02449979583503471, \"cumulative_support\": 3246}, {\"value_label\": \"0.56\", \"support\": 108, \"support_share\": 0.022049816251531237, \"cumulative_support\": 3354}, {\"value_label\": \"0.55\", \"support\": 102, \"support_share\": 0.0208248264597795, \"cumulative_support\": 3456}, {\"value_label\": \"0.58\", \"support\": 99, \"support_share\": 0.020212331563903636, \"cumulative_support\": 3555}, {\"value_label\": \"0.59\", \"support\": 97, \"support_share\": 0.01980400163331972, \"cumulative_support\": 3652}, {\"value_label\": \"0.6\", \"support\": 88, \"support_share\": 0.01796651694569212, \"cumulative_support\": 3740}, {\"value_label\": \"0.35\", \"support\": 85, \"support_share\": 0.017354022049816252, \"cumulative_support\": 3825}, {\"value_label\": \"0.34\", \"support\": 84, \"support_share\": 0.017149857084524295, \"cumulative_support\": 3909}, {\"value_label\": \"0.57\", \"support\": 83, \"support_share\": 0.01694569211923234, \"cumulative_support\": 3992}, {\"value_label\": \"0.62\", \"support\": 68, \"support_share\": 0.013883217639853002, \"cumulative_support\": 4060}, {\"value_label\": \"0.64\", \"support\": 67, \"support_share\": 0.013679052674561045, \"cumulative_support\": 4127}, {\"value_label\": \"0.33\", \"support\": 59, \"support_share\": 0.012045732952225397, \"cumulative_support\": 4186}, {\"value_label\": \"0.32\", \"support\": 54, \"support_share\": 0.011024908125765618, \"cumulative_support\": 4240}, {\"value_label\": \"0.63\", \"support\": 48, \"support_share\": 0.009799918334013884, \"cumulative_support\": 4288}, {\"value_label\": \"0.61\", \"support\": 45, \"support_share\": 0.009187423438138016, \"cumulative_support\": 4333}, {\"value_label\": \"0.68\", \"support\": 44, \"support_share\": 0.00898325847284606, \"cumulative_support\": 4377}, {\"value_label\": \"0.66\", \"support\": 36, \"support_share\": 0.007349938750510413, \"cumulative_support\": 4413}, {\"value_label\": \"0.31\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4448}, {\"value_label\": \"0.67\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4483}, {\"value_label\": \"0.72\", \"support\": 33, \"support_share\": 0.006737443854634545, \"cumulative_support\": 4516}, {\"value_label\": \"0.3\", \"support\": 31, \"support_share\": 0.006329113924050633, \"cumulative_support\": 4547}, {\"value_label\": \"0.69\", \"support\": 30, \"support_share\": 0.006124948958758677, \"cumulative_support\": 4577}, {\"value_label\": \"0.65\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4605}, {\"value_label\": \"0.7\", \"support\": 27, \"support_share\": 0.005512454062882809, \"cumulative_support\": 4632}, {\"value_label\": \"0.75\", \"support\": 22, \"support_share\": 0.00449162923642303, \"cumulative_support\": 4654}, {\"value_label\": \"0.74\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"cumulative_support\": 4673}, {\"value_label\": \"0.76\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"cumulative_support\": 4692}, {\"value_label\": \"0.78\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"cumulative_support\": 4711}, {\"value_label\": \"0.71\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"cumulative_support\": 4729}, {\"value_label\": \"0.29\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4745}, {\"value_label\": \"0.77\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4761}, {\"value_label\": \"0.79\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4777}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.3}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2ed79ad86beb47eec0c6d010935592223255fa2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.345361+00:00", + "ended_at": "2026-05-19T16:29:42.349910+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_435e10956045a022", + "problem_id": "v2p_n3_13035c505213a470", + "dataset_id": "n3", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_435e10956045a022.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_435e10956045a022/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48ae4ca1bf17d9f6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48ae4ca1bf17d9f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1666e48656a2a4b64b33cc0e9b8334b613f9f024 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48ae4ca1bf17d9f6/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:48.012625+00:00", + "ended_at": "2026-05-19T16:11:55.137736+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_48ae4ca1bf17d9f6", + "problem_id": "v2p_n3_012f6589efe57ce6", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "item_col": "total sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48ae4ca1bf17d9f6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48ae4ca1bf17d9f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d01c7359aaa8a698900946453c4d5fe066b6af27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48ae4ca1bf17d9f6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:51.266609+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3251.84, "started_at": "2026-05-19T16:11:48.013950+00:00", "ended_at": "2026-05-19T16:11:51.265817+00:00", "prompt_metrics": {"chars": 8124, "bytes_utf8": 8124, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-f6a6-77f0-8c44-73ae8b9fc67a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:55.137640+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2869.23, "started_at": "2026-05-19T16:11:52.267621+00:00", "ended_at": "2026-05-19T16:11:55.136893+00:00", "prompt_metrics": {"chars": 8124, "bytes_utf8": 8124, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-0752-7653-b36e-166add1d52a1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48fa161db6249486/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48fa161db6249486/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1172b0481f5d2e01bd1a723073e98f3be6468c59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48fa161db6249486/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:48.029108+00:00", + "ended_at": "2026-05-19T16:28:55.298142+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_48fa161db6249486", + "problem_id": "v2p_n3_2d08b1e907be8d6b", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48fa161db6249486/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48fa161db6249486/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a079a3cfd154fd8fffecf7fd2fecc9387d615f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_48fa161db6249486/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:51.076910+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3043.91, "started_at": "2026-05-19T16:28:48.031731+00:00", "ended_at": "2026-05-19T16:28:51.075686+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-877e-7083-aef6-22de99c56e3a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:55.298033+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3218.74, "started_at": "2026-05-19T16:28:52.078220+00:00", "ended_at": "2026-05-19T16:28:55.297078+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-9767-79f0-9571-2eb0cedc1541\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..340c8cebc02a026da002e4e5c6738ce501f5707a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/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": "2026-05-19T16:09:34.622587+00:00", + "ended_at": "2026-05-19T16:09:37.491486+00:00", + "elapsed_ms": 2868.88, + "returncode": 1, + "prompt_metrics": { + "chars": 7703, + "bytes_utf8": 7703, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5559736e50c8851ee2a8fe78b448388201732e15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/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": "2026-05-19T16:09:38.493679+00:00", + "ended_at": "2026-05-19T16:09:41.710673+00:00", + "elapsed_ms": 3216.95, + "returncode": 1, + "prompt_metrics": { + "chars": 7703, + "bytes_utf8": 7703, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6552ae8cbeee5ff28a3ba180448647e883cdecff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6552ae8cbeee5ff28a3ba180448647e883cdecff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1963763f05deaa3ed89adcb9fa557199b3b32e29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-edbd-79d2-b3cc-49e61bf7a68b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6d8a416b86ef1c729ac817c557bca380115ba9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-edbd-79d2-b3cc-49e61bf7a68b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1b5c08a6216ae1c6341736523e050b71901361 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fce2-7ca1-8b29-35b57d8282f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e45f8506ed7bbb9c4f0424c9e0774c11dc3e009 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ff-fce2-7ca1-8b29-35b57d8282f2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09e7adda559aab47b00e83d7abea1fb4037032b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:34.621388+00:00", + "ended_at": "2026-05-19T16:09:41.711698+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4a149e4d5f07722b", + "problem_id": "v2p_n3_01df62226fa55dde", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02d95f9f927228b753d14d5214b828bf13c221bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4a149e4d5f07722b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:37.492243+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2868.88, "started_at": "2026-05-19T16:09:34.622587+00:00", "ended_at": "2026-05-19T16:09:37.491486+00:00", "prompt_metrics": {"chars": 7703, "bytes_utf8": 7703, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-edbd-79d2-b3cc-49e61bf7a68b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:41.711612+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3216.95, "started_at": "2026-05-19T16:09:38.493679+00:00", "ended_at": "2026-05-19T16:09:41.710673+00:00", "prompt_metrics": {"chars": 7703, "bytes_utf8": 7703, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-fce2-7ca1-8b29-35b57d8282f2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..769aad4688f2bcd2b1ba39f2e85ba1b464f0053e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:18:58.678679+00:00", + "ended_at": "2026-05-19T16:19:01.982806+00:00", + "elapsed_ms": 3304.1, + "returncode": 1, + "prompt_metrics": { + "chars": 8231, + "bytes_utf8": 8231, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aeb30bc2cf99f9a0f67254c030850ecf9b054610 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:19:02.985037+00:00", + "ended_at": "2026-05-19T16:19:06.282546+00:00", + "elapsed_ms": 3297.46, + "returncode": 1, + "prompt_metrics": { + "chars": 8231, + "bytes_utf8": 8231, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed55ac17f0900e51ee9dad393e056363910c0598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed55ac17f0900e51ee9dad393e056363910c0598 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=residual sugar.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..889d923ba902a0d072d7206f0c1f485b06f8deed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8916-7d30-be49-e5c307f05463"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..652ca45cee8f6fb2a6b5966f9e8c90f5619171c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-8916-7d30-be49-e5c307f05463"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2f24c10b10e4689558d079af1358cd08a824d34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-99d3-70c2-9d65-d6a982272e6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d1755cbf23ef6d6e8ee187f0a42be1fc6f3b98a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4108-99d3-70c2-9d65-d6a982272e6b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f22fe6b1b78a0b036aeccb47e21f11840036d1a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:58.677203+00:00", + "ended_at": "2026-05-19T16:19:06.283547+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4b1b9a980d4f9d63", + "problem_id": "v2p_n3_caad973b866fbf8a", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=residual sugar.", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7d5e526d5a6b5615bd1b16a90b525ee8383c76a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_4b1b9a980d4f9d63/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:01.983562+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3304.1, "started_at": "2026-05-19T16:18:58.678679+00:00", "ended_at": "2026-05-19T16:19:01.982806+00:00", "prompt_metrics": {"chars": 8231, "bytes_utf8": 8231, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-8916-7d30-be49-e5c307f05463\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:06.283460+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3297.46, "started_at": "2026-05-19T16:19:02.985037+00:00", "ended_at": "2026-05-19T16:19:06.282546+00:00", "prompt_metrics": {"chars": 8231, "bytes_utf8": 8231, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-99d3-70c2-9d65-d6a982272e6b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13b6d52737396b180eaa48220c9e7ab6bdde7ddf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:21:38.821846+00:00", + "ended_at": "2026-05-19T16:21:47.531919+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5382fa5697f42379", + "problem_id": "v2p_n3_3f7969372002d07a", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd908b5550d5a8ffae3f0c478ab6e8ae7e892c0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5382fa5697f42379/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:42.261919+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3437.54, "started_at": "2026-05-19T16:21:38.823585+00:00", "ended_at": "2026-05-19T16:21:42.261156+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-faa3-7cf1-b1c0-623849f27e7d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:47.531831+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4268.32, "started_at": "2026-05-19T16:21:43.262739+00:00", "ended_at": "2026-05-19T16:21:47.531094+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-0c02-7480-b8bd-5c799989dcd6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..990fd45b23000f8e6088b0364f7a4e94d1a18453 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:31.855293+00:00", + "ended_at": "2026-05-19T16:11:39.010407+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5726e53c324da286", + "problem_id": "v2p_n3_d7a3737e7284c6cc", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "item_col": "free sulfur dioxide", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31821485dd207446e1974e83c30d31d6856bd708 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5726e53c324da286/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:34.798511+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2941.13, "started_at": "2026-05-19T16:11:31.856584+00:00", "ended_at": "2026-05-19T16:11:34.797746+00:00", "prompt_metrics": {"chars": 8087, "bytes_utf8": 8087, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-b7a8-7982-98ad-3d1f51f4e489\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:39.010302+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3210.11, "started_at": "2026-05-19T16:11:35.799380+00:00", "ended_at": "2026-05-19T16:11:39.009521+00:00", "prompt_metrics": {"chars": 8087, "bytes_utf8": 8087, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-c707-70e1-b852-41fa3dbce9c1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_57aec01717b4f470/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_57aec01717b4f470/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7fa807feb69bb12afa98a4c28367fae0f1df54a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_57aec01717b4f470/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:55.572671+00:00", + "ended_at": "2026-05-19T16:26:03.589203+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_57aec01717b4f470", + "problem_id": "v2p_n3_c8c06aa394a89b2c", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_57aec01717b4f470/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_57aec01717b4f470/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f53258bd8eaf8ca5599e3fd51fe6453cad139b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_57aec01717b4f470/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:59.143476+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3566.59, "started_at": "2026-05-19T16:25:55.575705+00:00", "ended_at": "2026-05-19T16:25:59.142358+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-e5ea-7912-b9a8-c682298be4fe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:03.589085+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3442.24, "started_at": "2026-05-19T16:26:00.145783+00:00", "ended_at": "2026-05-19T16:26:03.588084+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-f7c1-7ed2-a08c-3db3658adfb6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_584a428de5907253/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_584a428de5907253/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b4eb76a10da86a63ad780d19e152f2bc6a47a2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_584a428de5907253/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:33.121659+00:00", + "ended_at": "2026-05-19T16:12:39.662358+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_584a428de5907253", + "problem_id": "v2p_n3_cd01d53ed89f4df0", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "item_col": "sulphates", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_584a428de5907253/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_584a428de5907253/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef75589672296aeaadfcf2f15da701860630e9b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_584a428de5907253/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:35.869195+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2745.26, "started_at": "2026-05-19T16:12:33.122878+00:00", "ended_at": "2026-05-19T16:12:35.868166+00:00", "prompt_metrics": {"chars": 8074, "bytes_utf8": 8074, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-a6ed-76f1-a848-073a2b234c21\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:39.662272+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2791.08, "started_at": "2026-05-19T16:12:36.870327+00:00", "ended_at": "2026-05-19T16:12:39.661445+00:00", "prompt_metrics": {"chars": 8074, "bytes_utf8": 8074, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-b576-73d0-927b-7d35e4501bb1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_586515bfbe7070c9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_586515bfbe7070c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5c69ba7483d82fbdb1d5da954006007abdb76cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_586515bfbe7070c9/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:10.655892+00:00", + "ended_at": "2026-05-19T16:29:18.546787+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_586515bfbe7070c9", + "problem_id": "v2p_n3_8ae25d940a3e1442", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_586515bfbe7070c9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_586515bfbe7070c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dca83d43d9342fd799389747fdfc1d3623a8650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_586515bfbe7070c9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:14.106657+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3448.3, "started_at": "2026-05-19T16:29:10.657335+00:00", "ended_at": "2026-05-19T16:29:14.105671+00:00", "prompt_metrics": {"chars": 7789, "bytes_utf8": 7789, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-dfe7-7f62-834c-2d815ed8feff\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:18.546681+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3437.21, "started_at": "2026-05-19T16:29:15.108421+00:00", "ended_at": "2026-05-19T16:29:18.545693+00:00", "prompt_metrics": {"chars": 7789, "bytes_utf8": 7789, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-f14e-7b30-a23c-3d638428dcc1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5886074e356d4c58/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5886074e356d4c58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a38d052efe48f1e9d643918702409b8abf05e55a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5886074e356d4c58/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:22:13.160945+00:00", + "ended_at": "2026-05-19T16:22:20.973288+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5886074e356d4c58", + "problem_id": "v2p_n3_06f2efccc36097e4", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5886074e356d4c58/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5886074e356d4c58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bba10dbaaf1360a5d4729dc7c7e93ea581d85106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5886074e356d4c58/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:16.312317+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3148.63, "started_at": "2026-05-19T16:22:13.162645+00:00", "ended_at": "2026-05-19T16:22:16.311315+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-8120-71c2-9cdc-8606c75a1a5f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:20.973184+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3658.38, "started_at": "2026-05-19T16:22:17.313842+00:00", "ended_at": "2026-05-19T16:22:20.972281+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-9143-77b2-b3b7-8667f6b162d1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_58dbfee9163d65ad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_58dbfee9163d65ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23a1bbc60c77a1734f46ecae47dc8b43ea265dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_58dbfee9163d65ad/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:20:41.947544+00:00", + "ended_at": "2026-05-19T16:21:01.830409+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_58dbfee9163d65ad", + "problem_id": "v2p_n3_2011378151424ec6", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_58dbfee9163d65ad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_58dbfee9163d65ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b4dbb070579f74d5a477b9660b448b0d9a63c9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_58dbfee9163d65ad/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:45.349559+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3399.29, "started_at": "2026-05-19T16:20:41.949490+00:00", "ended_at": "2026-05-19T16:20:45.348815+00:00", "prompt_metrics": {"chars": 7858, "bytes_utf8": 7858, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-1c5d-7253-9b5d-651aff064ac6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:01.830317+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 15478.48, "started_at": "2026-05-19T16:20:46.351024+00:00", "ended_at": "2026-05-19T16:21:01.829550+00:00", "prompt_metrics": {"chars": 7858, "bytes_utf8": 7858, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-2d9b-7051-85f0-70768eab073d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b09a14f0bb465ee/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b09a14f0bb465ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c4b536efc683a04b1fbacf04c424bc7ad36a0f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b09a14f0bb465ee/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:12.677752+00:00", + "ended_at": "2026-05-19T16:25:19.920526+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5b09a14f0bb465ee", + "problem_id": "v2p_n3_e33355b9732f7884", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid.", + "bindings": { + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b09a14f0bb465ee/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b09a14f0bb465ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5c8854ce5257f27a5940dedd284757a6ecbb1e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b09a14f0bb465ee/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:15.880513+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3200.12, "started_at": "2026-05-19T16:25:12.679337+00:00", "ended_at": "2026-05-19T16:25:15.879493+00:00", "prompt_metrics": {"chars": 7611, "bytes_utf8": 7611, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-3e46-7f63-9d0c-26dd35b349da\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:19.920346+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3036.45, "started_at": "2026-05-19T16:25:16.882234+00:00", "ended_at": "2026-05-19T16:25:19.918756+00:00", "prompt_metrics": {"chars": 7611, "bytes_utf8": 7611, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-4ec9-7380-a5ee-51a590282b51\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48a925bc802771cd90ae82c41e0fadf2d0713a7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:11.436932+00:00", + "ended_at": "2026-05-19T16:26:19.476382+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5b3f77ca93cf4ee3", + "problem_id": "v2p_n3_856275b67e801459", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d10f8b06b268d3ec1c90893783e733138081abf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5b3f77ca93cf4ee3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:14.797324+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3357.49, "started_at": "2026-05-19T16:26:11.438818+00:00", "ended_at": "2026-05-19T16:26:14.796354+00:00", "prompt_metrics": {"chars": 7660, "bytes_utf8": 7660, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-23e2-74e0-a71c-15893ec40904\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:19.476265+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3676.42, "started_at": "2026-05-19T16:26:15.798770+00:00", "ended_at": "2026-05-19T16:26:19.475241+00:00", "prompt_metrics": {"chars": 7660, "bytes_utf8": 7660, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-34ee-7733-a2c0-1e30158e0618\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5bd3d5595ae227a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5bd3d5595ae227a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24445a39910ecc372f79367dea11ed268643d848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5bd3d5595ae227a5/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:04.741155+00:00", + "ended_at": "2026-05-19T16:10:12.182688+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5bd3d5595ae227a5", + "problem_id": "v2p_n3_b413551bd42d7d10", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5bd3d5595ae227a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5bd3d5595ae227a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfefa19f5e5852bfcc4ed5cbd455e6b1668f0251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5bd3d5595ae227a5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:07.924321+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3180.64, "started_at": "2026-05-19T16:10:04.742334+00:00", "ended_at": "2026-05-19T16:10:07.923025+00:00", "prompt_metrics": {"chars": 7588, "bytes_utf8": 7588, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-6350-71f0-abff-8edeb499cea8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:12.182597+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3256.22, "started_at": "2026-05-19T16:10:08.925550+00:00", "ended_at": "2026-05-19T16:10:12.181812+00:00", "prompt_metrics": {"chars": 7588, "bytes_utf8": 7588, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-73b5-7923-ac31-24029880ac86\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5cda6980da885504/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5cda6980da885504/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f3073b107464e47023e7749f366aebcc7728ac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5cda6980da885504/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:42.269200+00:00", + "ended_at": "2026-05-19T16:26:49.757167+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5cda6980da885504", + "problem_id": "v2p_n3_d815bbfe9d04d238", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5cda6980da885504/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5cda6980da885504/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b77b88c3e66cf7c6f71e4a2b91e5db56baecc7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5cda6980da885504/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:45.647402+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3374.95, "started_at": "2026-05-19T16:26:42.270815+00:00", "ended_at": "2026-05-19T16:26:45.645816+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-9c63-79a1-97a9-d700913fdd87\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:49.757054+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3106.85, "started_at": "2026-05-19T16:26:46.649233+00:00", "ended_at": "2026-05-19T16:26:49.756143+00:00", "prompt_metrics": {"chars": 7669, "bytes_utf8": 7669, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-ad67-72a0-818d-9f3c1024f2cd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5d4884fe058117e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5d4884fe058117e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f6935d69e312ba806e8b73b1f1214abafb13d4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5d4884fe058117e0/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:03.694534+00:00", + "ended_at": "2026-05-19T16:15:11.244544+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5d4884fe058117e0", + "problem_id": "v2p_n3_6c27ff1bde0def6e", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5d4884fe058117e0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5d4884fe058117e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc850388f7b7a509a5e218228b1bc7e43f03c7f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5d4884fe058117e0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:06.796436+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3100.05, "started_at": "2026-05-19T16:15:03.695598+00:00", "ended_at": "2026-05-19T16:15:06.795674+00:00", "prompt_metrics": {"chars": 7989, "bytes_utf8": 7989, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-f342-74b2-a1d3-1b6593f91cbe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:11.244460+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3446.16, "started_at": "2026-05-19T16:15:07.797520+00:00", "ended_at": "2026-05-19T16:15:11.243732+00:00", "prompt_metrics": {"chars": 7989, "bytes_utf8": 7989, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-0336-7160-9343-89de04a0260c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5e7b8ea1086723de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5e7b8ea1086723de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0fcbb342c75329ecc941c63e105fa0e4eab099ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5e7b8ea1086723de/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:39.662717+00:00", + "ended_at": "2026-05-19T16:12:47.198942+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5e7b8ea1086723de", + "problem_id": "v2p_n3_12f64d6802283363", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "item_col": "alcohol", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5e7b8ea1086723de/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5e7b8ea1086723de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38c0486acfc8b9eb5bf5da24b5e86355b1d8f27c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5e7b8ea1086723de/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:42.680049+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3015.46, "started_at": "2026-05-19T16:12:39.663831+00:00", "ended_at": "2026-05-19T16:12:42.679309+00:00", "prompt_metrics": {"chars": 8076, "bytes_utf8": 8076, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-c093-7040-a540-2eb52779b706\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:47.198850+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3516.59, "started_at": "2026-05-19T16:12:43.681473+00:00", "ended_at": "2026-05-19T16:12:47.198103+00:00", "prompt_metrics": {"chars": 8076, "bytes_utf8": 8076, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-d014-7d72-8107-ec8744ea5d51\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f27eca59107b44f15698d5cddd311a3a6a3bc3ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/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": "2026-05-19T16:13:49.152554+00:00", + "ended_at": "2026-05-19T16:13:53.685546+00:00", + "elapsed_ms": 4532.95, + "returncode": 1, + "prompt_metrics": { + "chars": 8482, + "bytes_utf8": 8482, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..99df78b323afefa134a0ffad7c4dd6ebdc71041e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/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": "2026-05-19T16:13:54.687730+00:00", + "ended_at": "2026-05-19T16:13:57.489306+00:00", + "elapsed_ms": 2801.53, + "returncode": 1, + "prompt_metrics": { + "chars": 8482, + "bytes_utf8": 8482, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b7fd933ca25719192e15b547c78aa4ee9675d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b7fd933ca25719192e15b547c78aa4ee9675d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd7c26245c7171bc9a98b12bb26d068d903151db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-cfd6-7992-8adf-6449a7f067c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bc7b4b6c6fa1d74d87367520ee5319cb50bdb1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-cfd6-7992-8adf-6449a7f067c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd89ef7ffd48e1eb3e1f25da3219cccc52ce0547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e597-72d2-a890-43ec83d010c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..647382b51098506636a0667be90f9f9ea2e5a5f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-e597-72d2-a890-43ec83d010c0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62d9fe4ec4b717a3b413366e3713dfe4c8d24716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:49.150558+00:00", + "ended_at": "2026-05-19T16:13:57.490154+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5f14f48703432eb3", + "problem_id": "v2p_n3_7eb6611c0f96f9bd", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eba2dc2ba603d90a0ad0b655d58b9cb1cc14300a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5f14f48703432eb3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:53.686334+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4532.95, "started_at": "2026-05-19T16:13:49.152554+00:00", "ended_at": "2026-05-19T16:13:53.685546+00:00", "prompt_metrics": {"chars": 8482, "bytes_utf8": 8482, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-cfd6-7992-8adf-6449a7f067c5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fa136492af564ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fa136492af564ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..808baa81a1e53c1af27fa48fff7ec82245e4ee36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fa136492af564ef/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:54.134619+00:00", + "ended_at": "2026-05-19T16:13:01.577876+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5fa136492af564ef", + "problem_id": "v2p_n3_de96b8f6f3d4e4ee", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "item_col": "fixed acidity", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fa136492af564ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fa136492af564ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73a71090b385d742f395f4309e26cecca244c3fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fa136492af564ef/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:57.285290+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3148.34, "started_at": "2026-05-19T16:12:54.136205+00:00", "ended_at": "2026-05-19T16:12:57.284569+00:00", "prompt_metrics": {"chars": 8079, "bytes_utf8": 8079, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-f90e-7ea0-a019-a3e2d6ce5a87\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:01.577792+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3290.4, "started_at": "2026-05-19T16:12:58.286676+00:00", "ended_at": "2026-05-19T16:13:01.577117+00:00", "prompt_metrics": {"chars": 8079, "bytes_utf8": 8079, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-0933-7913-847a-152ee46cb0bf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fcccf02819be102/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fcccf02819be102/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76e8c78cbbafc498766eb7c473b2acaecdd4a6db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fcccf02819be102/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:29.364879+00:00", + "ended_at": "2026-05-19T16:25:39.786347+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5fcccf02819be102", + "problem_id": "v2p_n3_a1dd2f3f5aa4e192", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides.", + "bindings": { + "measure_col": "chlorides", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fcccf02819be102/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fcccf02819be102/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f56ca152e51708f80a3ebc7b11add6d55167ee84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_5fcccf02819be102/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:35.072658+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5704.76, "started_at": "2026-05-19T16:25:29.366777+00:00", "ended_at": "2026-05-19T16:25:35.071579+00:00", "prompt_metrics": {"chars": 7607, "bytes_utf8": 7607, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-7f77-7e82-a928-8a87f8fa257f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:39.786234+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3710.6, "started_at": "2026-05-19T16:25:36.074531+00:00", "ended_at": "2026-05-19T16:25:39.785194+00:00", "prompt_metrics": {"chars": 7607, "bytes_utf8": 7607, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-99c2-78b3-a40a-ebfdfef72a8a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ace68001fe173183f71a3e9ee64bc44a5a99301f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:22:37.447855+00:00", + "ended_at": "2026-05-19T16:22:46.082723+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_625646e6dfb838bd", + "problem_id": "v2p_n3_f9c46f136b2d88a4", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c00c410deabf06fc4b11bc3993eb78c3b299b85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_625646e6dfb838bd/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:41.031131+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3580.61, "started_at": "2026-05-19T16:22:37.449502+00:00", "ended_at": "2026-05-19T16:22:41.030146+00:00", "prompt_metrics": {"chars": 7923, "bytes_utf8": 7923, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-e03c-7500-a8e6-2d49bc50cc98\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:46.082568+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4047.97, "started_at": "2026-05-19T16:22:42.033068+00:00", "ended_at": "2026-05-19T16:22:46.081115+00:00", "prompt_metrics": {"chars": 7923, "bytes_utf8": 7923, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-f1ce-7060-bdec-856cfd253948\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_627fddb64b72ee48/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_627fddb64b72ee48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d591d25cad3b7f2917ee01cff2ff2e2a23e876f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_627fddb64b72ee48/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:22:28.678972+00:00", + "ended_at": "2026-05-19T16:22:37.447442+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_627fddb64b72ee48", + "problem_id": "v2p_n3_aee9a7bb68e3d822", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_627fddb64b72ee48/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_627fddb64b72ee48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d46da52e6fef25406669d64259cff9f1b64e0cf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_627fddb64b72ee48/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:32.725526+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4043.68, "started_at": "2026-05-19T16:22:28.680699+00:00", "ended_at": "2026-05-19T16:22:32.724431+00:00", "prompt_metrics": {"chars": 7926, "bytes_utf8": 7926, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-bdf8-72c2-9577-42a1a48410d0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:37.447331+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3718.79, "started_at": "2026-05-19T16:22:33.727494+00:00", "ended_at": "2026-05-19T16:22:37.446354+00:00", "prompt_metrics": {"chars": 7926, "bytes_utf8": 7926, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-d189-76c3-884d-91cdef3327da\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_64050f42747afc85/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_64050f42747afc85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2aed446870f08caf6c748e17702c36c24ce9b2e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_64050f42747afc85/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:48.957081+00:00", + "ended_at": "2026-05-19T16:14:56.304156+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_64050f42747afc85", + "problem_id": "v2p_n3_464cf432ce9e7d9e", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "predicate_col": "residual sugar", + "predicate_op": ">=", + "predicate_value": 9.9, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_64050f42747afc85/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_64050f42747afc85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b97d8da52b499fdab228cd3db6e169617c2824d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_64050f42747afc85/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:52.042586+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3083.73, "started_at": "2026-05-19T16:14:48.958101+00:00", "ended_at": "2026-05-19T16:14:52.041858+00:00", "prompt_metrics": {"chars": 7997, "bytes_utf8": 7997, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-b990-7042-ad85-1d4e2d5541bb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:56.303941+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3258.73, "started_at": "2026-05-19T16:14:53.043637+00:00", "ended_at": "2026-05-19T16:14:56.302402+00:00", "prompt_metrics": {"chars": 7997, "bytes_utf8": 7997, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-c975-7ad2-ac95-40a51e98f80d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee910729b2a8bb4f6fa413971349ffd6dd3dff0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:14.607767+00:00", + "ended_at": "2026-05-19T16:08:21.851263+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_640c608101c01949", + "problem_id": "v2p_n3_ed17f0df32d76193", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..819440cce9d978b2419e0e329df81c759c3e127c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_640c608101c01949/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:17.925330+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3315.71, "started_at": "2026-05-19T16:08:14.608825+00:00", "ended_at": "2026-05-19T16:08:17.924558+00:00", "prompt_metrics": {"chars": 7688, "bytes_utf8": 7688, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-b50b-7cd2-b771-f8601abab492\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:21.851167+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2924.04, "started_at": "2026-05-19T16:08:18.926386+00:00", "ended_at": "2026-05-19T16:08:21.850458+00:00", "prompt_metrics": {"chars": 7688, "bytes_utf8": 7688, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-c5ee-7a53-9a8d-d70103c40565\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5671445d9a541e8f0672563f0f9da15a86bb400d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:39.010770+00:00", + "ended_at": "2026-05-19T16:11:48.012267+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_643a24d5e1ea07d9", + "problem_id": "v2p_n3_d9e2895164402ed0", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "item_col": "total sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3514640e0ab2e7f5395ec28b766a92c4cec1f511 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:43.798780+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4786.01, "started_at": "2026-05-19T16:11:39.011893+00:00", "ended_at": "2026-05-19T16:11:43.797931+00:00", "prompt_metrics": {"chars": 8117, "bytes_utf8": 8117, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-d37b-71b1-8869-f531eb8ae0a5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:48.012177+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3211.19, "started_at": "2026-05-19T16:11:44.800175+00:00", "ended_at": "2026-05-19T16:11:48.011407+00:00", "prompt_metrics": {"chars": 8117, "bytes_utf8": 8117, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-ea13-7be0-882f-7ed23f198dc2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_649218f198f31f43/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_649218f198f31f43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65a5431374d9b1972beedb9105d48d817b33523a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_649218f198f31f43/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:00.089750+00:00", + "ended_at": "2026-05-19T16:24:07.420410+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_649218f198f31f43", + "problem_id": "v2p_n3_3e318a6aa5927c3e", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_649218f198f31f43/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_649218f198f31f43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fc631388b75d8f9f7b262fca85ad09ea267c10b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_649218f198f31f43/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:03.296750+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3204.14, "started_at": "2026-05-19T16:24:00.091563+00:00", "ended_at": "2026-05-19T16:24:03.295745+00:00", "prompt_metrics": {"chars": 7900, "bytes_utf8": 7900, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-22c5-7f00-bfff-7e22bdd8417d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:07.420298+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3120.17, "started_at": "2026-05-19T16:24:04.299042+00:00", "ended_at": "2026-05-19T16:24:07.419276+00:00", "prompt_metrics": {"chars": 7900, "bytes_utf8": 7900, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-3354-70a1-9863-0d06f1fec873\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6611da2516a897c5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6611da2516a897c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c736b3257876fd0a3803952565f305d277d324eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6611da2516a897c5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:37.109692+00:00", + "ended_at": "2026-05-19T16:16:47.881119+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6611da2516a897c5", + "problem_id": "v2p_n3_9bc74b0425a543e7", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6611da2516a897c5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6611da2516a897c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d1e5f8fde9067654be5597b386d9737698bd011 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6611da2516a897c5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:42.238648+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5125.83, "started_at": "2026-05-19T16:16:37.111598+00:00", "ended_at": "2026-05-19T16:16:42.237476+00:00", "prompt_metrics": {"chars": 8257, "bytes_utf8": 8257, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-6089-7e83-b131-89532dc1451f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:47.880975+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4639.44, "started_at": "2026-05-19T16:16:43.240177+00:00", "ended_at": "2026-05-19T16:16:47.879695+00:00", "prompt_metrics": {"chars": 8257, "bytes_utf8": 8257, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-7856-7790-9754-bb4976caf3b3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_687993e4003f927f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_687993e4003f927f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf139ec329ec4e3b22377410a0287ef63609347d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_687993e4003f927f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:04.974982+00:00", + "ended_at": "2026-05-19T16:27:12.159217+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_687993e4003f927f", + "problem_id": "v2p_n3_6a05a61002f7d2ad", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_687993e4003f927f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_687993e4003f927f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0922f5fb8617c2a86fb715c4b04652167a55a4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_687993e4003f927f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:08.274167+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3296.27, "started_at": "2026-05-19T16:27:04.976686+00:00", "ended_at": "2026-05-19T16:27:08.273045+00:00", "prompt_metrics": {"chars": 7655, "bytes_utf8": 7655, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-f52d-7113-99b5-63699bcfe5b4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:12.158966+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2882.03, "started_at": "2026-05-19T16:27:09.276035+00:00", "ended_at": "2026-05-19T16:27:12.158118+00:00", "prompt_metrics": {"chars": 7655, "bytes_utf8": 7655, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-05bc-7a40-ba2a-59b2a39b2b01\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6b3762eab53d5311/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6b3762eab53d5311/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..598684dc510b253f29da4011a8934b1fd7ed5a07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6b3762eab53d5311/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:49.757814+00:00", + "ended_at": "2026-05-19T16:26:57.573352+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6b3762eab53d5311", + "problem_id": "v2p_n3_5dad7736d38995c3", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6b3762eab53d5311/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6b3762eab53d5311/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8052fa296771f844a19509701530bc0812fc4907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6b3762eab53d5311/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:53.171446+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3411.06, "started_at": "2026-05-19T16:26:49.759420+00:00", "ended_at": "2026-05-19T16:26:53.170525+00:00", "prompt_metrics": {"chars": 7658, "bytes_utf8": 7658, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-b980-7b51-967e-34faf32f4c5f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:57.573196+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3398.76, "started_at": "2026-05-19T16:26:54.172529+00:00", "ended_at": "2026-05-19T16:26:57.571339+00:00", "prompt_metrics": {"chars": 7658, "bytes_utf8": 7658, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-cacb-7813-9a6a-b1a106aa0df4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6c2776f80c4885bc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6c2776f80c4885bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d445e36380af7a6ea72569ce2e8e87dd8b90cf68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6c2776f80c4885bc/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:12.289124+00:00", + "ended_at": "2026-05-19T16:09:19.232237+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6c2776f80c4885bc", + "problem_id": "v2p_n3_ba760211d7a87a61", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6c2776f80c4885bc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6c2776f80c4885bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..951891153a1f5501a76f757650dc1163b515c3f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6c2776f80c4885bc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:15.179491+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2888.46, "started_at": "2026-05-19T16:09:12.290223+00:00", "ended_at": "2026-05-19T16:09:15.178712+00:00", "prompt_metrics": {"chars": 7674, "bytes_utf8": 7674, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-9671-7840-bbb3-20f245fe42e9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:19.232149+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3050.69, "started_at": "2026-05-19T16:09:16.180627+00:00", "ended_at": "2026-05-19T16:09:19.231363+00:00", "prompt_metrics": {"chars": 7674, "bytes_utf8": 7674, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-a59e-7ce3-8a4f-51dc393da60c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6e6a6018c34d0359/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6e6a6018c34d0359/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04b684444a61ff34bfea5db0c3f837f4b16be129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6e6a6018c34d0359/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:24.196530+00:00", + "ended_at": "2026-05-19T16:18:31.333365+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6e6a6018c34d0359", + "problem_id": "v2p_n3_cf0877719f158bea", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6e6a6018c34d0359/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6e6a6018c34d0359/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c7ef26813eef50aaf773c33f7c4ea10a565c783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6e6a6018c34d0359/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:27.361920+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3163.53, "started_at": "2026-05-19T16:18:24.197653+00:00", "ended_at": "2026-05-19T16:18:27.361207+00:00", "prompt_metrics": {"chars": 8248, "bytes_utf8": 8248, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-0245-7440-b03f-57410d55a813\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:31.333277+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2968.97, "started_at": "2026-05-19T16:18:28.363537+00:00", "ended_at": "2026-05-19T16:18:31.332549+00:00", "prompt_metrics": {"chars": 8248, "bytes_utf8": 8248, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-127b-7c90-8092-7e2ba511f6ce\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a06dbae7d5839fc8983d12968b318cb46393a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:33.269199+00:00", + "ended_at": "2026-05-19T16:13:40.393783+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6facab58d778ea48", + "problem_id": "v2p_n3_fd2e7df1fe57ba21", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d16d4918165f02ca9c6caf935ce08eda057e3214 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:36.189048+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2917.94, "started_at": "2026-05-19T16:13:33.270355+00:00", "ended_at": "2026-05-19T16:13:36.188316+00:00", "prompt_metrics": {"chars": 8473, "bytes_utf8": 8473, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-91d6-7451-870e-8117932ab7d0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:40.393698+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3203.19, "started_at": "2026-05-19T16:13:37.189836+00:00", "ended_at": "2026-05-19T16:13:40.393056+00:00", "prompt_metrics": {"chars": 8473, "bytes_utf8": 8473, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-a120-7f42-b2a3-af857077b2d6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f93ccecf08518bbb85bee846b0f95deb49c6985d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 2198, "support_share": 0.44875459371171905, "support_rank": 1}, {"value_label": "5", "support": 1457, "support_share": 0.2974683544303797, "support_rank": 2}, {"value_label": "7", "support": 880, "support_share": 0.17966516945692118, "support_rank": 3}, {"value_label": "8", "support": 175, "support_share": 0.03572886892609228, "support_rank": 4}, {"value_label": "4", "support": 163, "support_share": 0.03327888934258881, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01a2964a6f4b629a5203c65a332e985db55ee0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_705f282716c04806 +-- problem_id: v2p_n3_42a76519d1bbf932 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f01177de311a59dff54626f050ba8e08bd5421d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n3_705f282716c04806\n-- problem_id: v2p_n3_42a76519d1bbf932\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"quality\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"quality\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n3_705f282716c04806\\n-- problem_id: v2p_n3_42a76519d1bbf932\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"quality\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"6\", \"support\": 2198, \"support_share\": 0.44875459371171905, \"support_rank\": 1}, {\"value_label\": \"5\", \"support\": 1457, \"support_share\": 0.2974683544303797, \"support_rank\": 2}, {\"value_label\": \"7\", \"support\": 880, \"support_share\": 0.17966516945692118, \"support_rank\": 3}, {\"value_label\": \"8\", \"support\": 175, \"support_share\": 0.03572886892609228, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 163, \"support_share\": 0.03327888934258881, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 20, \"support_share\": 0.004083299305839118, \"support_rank\": 6}, {\"value_label\": \"9\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 7}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.44}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f6599eb830ddde263faa05165c061d2679814d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.364757+00:00", + "ended_at": "2026-05-19T16:29:42.368191+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_705f282716c04806", + "problem_id": "v2p_n3_42a76519d1bbf932", + "dataset_id": "n3", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_705f282716c04806.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_705f282716c04806/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_70ef924554918e9b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_70ef924554918e9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f679a65905c5b520a36821015a6e74690f9e3cda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_70ef924554918e9b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:47.898186+00:00", + "ended_at": "2026-05-19T16:25:55.572159+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_70ef924554918e9b", + "problem_id": "v2p_n3_21520457afc93960", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_70ef924554918e9b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_70ef924554918e9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..718917a6f513c43f65a7d1ef9c41e6dcfdfe68ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_70ef924554918e9b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:50.900878+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2999.56, "started_at": "2026-05-19T16:25:47.900257+00:00", "ended_at": "2026-05-19T16:25:50.899862+00:00", "prompt_metrics": {"chars": 7667, "bytes_utf8": 7667, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-c812-7593-bec7-40411fc93500\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:55.572030+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3668.44, "started_at": "2026-05-19T16:25:51.902330+00:00", "ended_at": "2026-05-19T16:25:55.570835+00:00", "prompt_metrics": {"chars": 7667, "bytes_utf8": 7667, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-d783-7090-95b1-aa8ca64e3f11\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_741569bf15668191/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_741569bf15668191/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0db349f75e4239ffc28520e5c7b0a961c05585e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_741569bf15668191/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:14.183090+00:00", + "ended_at": "2026-05-19T16:14:22.477785+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_741569bf15668191", + "problem_id": "v2p_n3_ad88f05f8b94db96", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=42" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_741569bf15668191/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_741569bf15668191/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a79fb9cb038a65cf8b41a012157d7c0a51db446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_741569bf15668191/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:18.631146+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4445.32, "started_at": "2026-05-19T16:14:14.184277+00:00", "ended_at": "2026-05-19T16:14:18.629628+00:00", "prompt_metrics": {"chars": 8482, "bytes_utf8": 8482, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-31b8-71e2-a74c-f5277aeadf4f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:22.477680+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2844.31, "started_at": "2026-05-19T16:14:19.632331+00:00", "ended_at": "2026-05-19T16:14:22.476671+00:00", "prompt_metrics": {"chars": 8482, "bytes_utf8": 8482, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-46f4-7b41-85fa-706c40ee9864\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_76f7b2672ad711a9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_76f7b2672ad711a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf27f27887d05836bea82b177fc4b420be29f167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_76f7b2672ad711a9/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:25.339480+00:00", + "ended_at": "2026-05-19T16:12:33.121308+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_76f7b2672ad711a9", + "problem_id": "v2p_n3_57eb4fd1e4a17da1", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "item_col": "sulphates", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_76f7b2672ad711a9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_76f7b2672ad711a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06ee4c0b1715ea1c16a582dc395a8ee51363d279 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_76f7b2672ad711a9/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:28.968903+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3626.51, "started_at": "2026-05-19T16:12:25.341535+00:00", "ended_at": "2026-05-19T16:12:28.968073+00:00", "prompt_metrics": {"chars": 8077, "bytes_utf8": 8077, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-8875-7612-ba5a-5d8973dd5ace\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:33.121220+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3150.63, "started_at": "2026-05-19T16:12:29.969799+00:00", "ended_at": "2026-05-19T16:12:33.120462+00:00", "prompt_metrics": {"chars": 8077, "bytes_utf8": 8077, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-9a85-7472-ad1b-d644366429cd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3aae9cc7ff51e96cab1187ac2cc959240947b8b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:41.530324+00:00", + "ended_at": "2026-05-19T16:10:48.755732+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_774b1edbe23a631e", + "problem_id": "v2p_n3_2dae820da2b22b4c", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..040ee4127657dd8a4e071e664a3aa49f899f0828 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_774b1edbe23a631e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:44.548867+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3016.17, "started_at": "2026-05-19T16:10:41.531966+00:00", "ended_at": "2026-05-19T16:10:44.548165+00:00", "prompt_metrics": {"chars": 7576, "bytes_utf8": 7576, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-f313-7d73-a3c0-df2d7eb96f58\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:48.755642+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3204.91, "started_at": "2026-05-19T16:10:45.549929+00:00", "ended_at": "2026-05-19T16:10:48.754880+00:00", "prompt_metrics": {"chars": 7576, "bytes_utf8": 7576, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-02c5-73c3-94e5-1fac24497182\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7887fba865d82976/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7887fba865d82976/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09a0f1a18b1526bad48c9a86f7e5f1322b684fd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7887fba865d82976/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:38.862366+00:00", + "ended_at": "2026-05-19T16:28:48.028342+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7887fba865d82976", + "problem_id": "v2p_n3_27dbad32cccc1eeb", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7887fba865d82976/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7887fba865d82976/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1ad191eea5fb2d83ac5a715c7f9d2e09cd7186e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7887fba865d82976/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:42.452527+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3587.0, "started_at": "2026-05-19T16:28:38.864366+00:00", "ended_at": "2026-05-19T16:28:42.451413+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-63ee-72d2-a892-a0a0d8b9fd52\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:48.028162+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4572.82, "started_at": "2026-05-19T16:28:43.453696+00:00", "ended_at": "2026-05-19T16:28:48.026568+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-75ae-7ab0-b104-dee9805701e1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78c45bd774c45c11/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78c45bd774c45c11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..588de4064d78d0c30646f77548f1ebc3e8aeb347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78c45bd774c45c11/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:11.244895+00:00", + "ended_at": "2026-05-19T16:15:20.867319+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_78c45bd774c45c11", + "problem_id": "v2p_n3_c557632f9b2aee41", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78c45bd774c45c11/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78c45bd774c45c11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8126a49d68d494a3e4df91ea1e8a095a15b494e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78c45bd774c45c11/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:16.917532+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5670.61, "started_at": "2026-05-19T16:15:11.246166+00:00", "ended_at": "2026-05-19T16:15:16.916798+00:00", "prompt_metrics": {"chars": 8004, "bytes_utf8": 8004, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-10b8-7453-86a4-a8f7beb32d5a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:20.867196+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2947.31, "started_at": "2026-05-19T16:15:17.918888+00:00", "ended_at": "2026-05-19T16:15:20.866238+00:00", "prompt_metrics": {"chars": 8004, "bytes_utf8": 8004, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-2a9e-77e3-8566-f9046914f884\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..424922c8bc3d116754382b12ba42e6a23526d8dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:21:28.097095+00:00", + "ended_at": "2026-05-19T16:21:38.821385+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_78ed3e92ca990416", + "problem_id": "v2p_n3_ea826fd525010e3f", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe15a642456c6442b10f7179d6d894c8d1165c3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_78ed3e92ca990416/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:31.653307+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3554.35, "started_at": "2026-05-19T16:21:28.098215+00:00", "ended_at": "2026-05-19T16:21:31.652596+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-d0c9-7e80-a4b6-ac5d26072e30\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:38.821268+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6165.63, "started_at": "2026-05-19T16:21:32.654647+00:00", "ended_at": "2026-05-19T16:21:38.820325+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-e270-77d3-8b03-2084e3dd84a8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_79d832e8873fd5e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_79d832e8873fd5e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da9c9da78d8e9450bfe70b2873251236a8a495e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_79d832e8873fd5e7/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:40.394180+00:00", + "ended_at": "2026-05-19T16:13:49.149791+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_79d832e8873fd5e7", + "problem_id": "v2p_n3_93af91f0027fc2c7", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_79d832e8873fd5e7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_79d832e8873fd5e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d38d5e30d243f1056ddb573446c915aac1ca02f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_79d832e8873fd5e7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:44.113676+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3717.51, "started_at": "2026-05-19T16:13:40.395441+00:00", "ended_at": "2026-05-19T16:13:44.112975+00:00", "prompt_metrics": {"chars": 8470, "bytes_utf8": 8470, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-adc1-7760-bd81-a3060217ee79\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:49.149608+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4033.25, "started_at": "2026-05-19T16:13:45.115063+00:00", "ended_at": "2026-05-19T16:13:49.148362+00:00", "prompt_metrics": {"chars": 8470, "bytes_utf8": 8470, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-c00f-7b81-85c4-43264fe57f61\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a0b8926f294620b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a0b8926f294620b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d7ed54d694d099b73db3ec80348b3865dc5b72f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a0b8926f294620b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:27.493749+00:00", + "ended_at": "2026-05-19T16:26:35.092101+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7a0b8926f294620b", + "problem_id": "v2p_n3_58b0af66e9892adb", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a0b8926f294620b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a0b8926f294620b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..133b5dd831dc5e4653ffc97d6099fbe5f54b05e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a0b8926f294620b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:31.000945+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3503.63, "started_at": "2026-05-19T16:26:27.496240+00:00", "ended_at": "2026-05-19T16:26:30.999913+00:00", "prompt_metrics": {"chars": 7657, "bytes_utf8": 7657, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-62d2-7ce0-9a13-af3b6b6dddcf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:35.091964+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3087.82, "started_at": "2026-05-19T16:26:32.003079+00:00", "ended_at": "2026-05-19T16:26:35.090971+00:00", "prompt_metrics": {"chars": 7657, "bytes_utf8": 7657, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-7460-78b0-897e-3ec6de32e2b6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5b565bd5ff582c882f99be9ec1bf5b81c229c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:55.520381+00:00", + "ended_at": "2026-05-19T16:11:02.959008+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7a1b0935df909b2d", + "problem_id": "v2p_n3_4bebc5f6d00b6d31", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "item_col": "residual sugar", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dafa87116db1f10898635caa8410d09b9ea58ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a1b0935df909b2d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:58.460280+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2937.88, "started_at": "2026-05-19T16:10:55.521557+00:00", "ended_at": "2026-05-19T16:10:58.459470+00:00", "prompt_metrics": {"chars": 8100, "bytes_utf8": 8100, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-29a1-7da1-b8e8-13652970e4d6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:02.958903+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3496.15, "started_at": "2026-05-19T16:10:59.461743+00:00", "ended_at": "2026-05-19T16:11:02.957930+00:00", "prompt_metrics": {"chars": 8100, "bytes_utf8": 8100, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-3901-7af3-9b09-3d0c9acbfafc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a54a15ceefb74df/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a54a15ceefb74df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b60c186b49f14a6a139d09f4db15c77ee971b535 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a54a15ceefb74df/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:48.660175+00:00", + "ended_at": "2026-05-19T16:17:58.222975+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7a54a15ceefb74df", + "problem_id": "v2p_n3_2d3b2179a8d40617", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a54a15ceefb74df/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a54a15ceefb74df/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67c3a7f7316472393275eda8bdf4572836f0fc34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7a54a15ceefb74df/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:52.052420+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3389.63, "started_at": "2026-05-19T16:17:48.661795+00:00", "ended_at": "2026-05-19T16:17:52.051454+00:00", "prompt_metrics": {"chars": 8222, "bytes_utf8": 8222, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-77d5-7be0-81ed-84e853a261f5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:58.222867+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5168.3, "started_at": "2026-05-19T16:17:53.053517+00:00", "ended_at": "2026-05-19T16:17:58.221865+00:00", "prompt_metrics": {"chars": 8222, "bytes_utf8": 8222, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-890e-7741-9977-38df1f589cb8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7ac82e5997d448e5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7ac82e5997d448e5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af8967ef017f063a186235dc10258abb03d2e72c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7ac82e5997d448e5/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:33.651135+00:00", + "ended_at": "2026-05-19T16:14:41.318535+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7ac82e5997d448e5", + "problem_id": "v2p_n3_ddf5ba66f786e356", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7ac82e5997d448e5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7ac82e5997d448e5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cb5b95c59cd21c9a9d5e4639e10a3099cc7baa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_7ac82e5997d448e5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:37.029984+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3376.98, "started_at": "2026-05-19T16:14:33.652225+00:00", "ended_at": "2026-05-19T16:14:37.029229+00:00", "prompt_metrics": {"chars": 7994, "bytes_utf8": 7994, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-7dad-7ad0-a7af-b1f2c6a97984\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:41.318435+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3286.59, "started_at": "2026-05-19T16:14:38.030892+00:00", "ended_at": "2026-05-19T16:14:41.317518+00:00", "prompt_metrics": {"chars": 7994, "bytes_utf8": 7994, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-8ee3-7a83-9910-d3c1e91f8575\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa63b709b9b2eae25fb9241c9cd3648cbc6d601 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 0.27686746987951805}, {"sulphates": "0.46", "support": 225, "avg_response": 0.2758888888888889}, {"sulphates": "0.44", "support": 216, "avg_response": 0.2725}, {"sulphates": "0.38", "support": 214, "avg_response": 0.29000000000000004}, {"sulphates": "0.42", "support": 181, "avg_response": 0.2688121546961326}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..158ba772c4adddfc27a54e64eb2153089535c76f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_807cb85b7f0ee775 +-- problem_id: v2p_n3_9f8599dc11fb7e33 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1aa685f7e3d6046d3542aa868def4e567a74f7ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_807cb85b7f0ee775\n-- problem_id: v2p_n3_9f8599dc11fb7e33\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_807cb85b7f0ee775\\n-- problem_id: v2p_n3_9f8599dc11fb7e33\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 0.27686746987951805}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 0.2758888888888889}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 0.2725}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 0.29000000000000004}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 0.2688121546961326}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 0.28740223463687153}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 0.27185393258426965}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 0.28718023255813957}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 0.2835119047619048}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 0.2711077844311377}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 0.27909638554216865}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 0.2723913043478261}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 0.2718269230769231}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 0.27182119205298017}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 0.3008214285714286}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 0.2619064748201439}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 0.28644444444444445}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 0.25511627906976747}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 0.280125}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 0.2849074074074074}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 0.26}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 0.2862626262626263}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 0.2718041237113402}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 0.30170454545454545}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 0.2898823529411765}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 0.29964285714285716}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 0.3151807228915663}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 0.2889705882352941}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 0.2694029850746269}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 0.28355932203389833}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 0.2914814814814815}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 0.2997916666666667}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 0.2743333333333334}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 0.24102272727272728}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 0.2508333333333333}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 0.2937142857142857}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 0.26342857142857146}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 0.23787878787878786}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 0.2796774193548387}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 0.27116666666666667}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 0.295}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 0.24222222222222223}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 0.22863636363636364}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 0.2531578947368421}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 0.22342105263157896}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 0.21947368421052632}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 0.2997222222222222}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 0.36}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 0.2759375}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 0.26625}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4f465ce60667d04ec247e87bd0ff85f697dce4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.411953+00:00", + "ended_at": "2026-05-19T16:29:42.415561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_807cb85b7f0ee775", + "problem_id": "v2p_n3_9f8599dc11fb7e33", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_807cb85b7f0ee775.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_807cb85b7f0ee775/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_810837e36cff1a5d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_810837e36cff1a5d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d110269d9d9d259abb6ce31160569a8960223885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_810837e36cff1a5d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:06.535291+00:00", + "ended_at": "2026-05-19T16:17:16.852947+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_810837e36cff1a5d", + "problem_id": "v2p_n3_eb5692d00b55fda0", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_810837e36cff1a5d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_810837e36cff1a5d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41f8e416d51bb7e488b9916c4398973fc923773f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_810837e36cff1a5d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:12.683723+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6145.32, "started_at": "2026-05-19T16:17:06.537432+00:00", "ended_at": "2026-05-19T16:17:12.682786+00:00", "prompt_metrics": {"chars": 8226, "bytes_utf8": 8226, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-d376-7b53-a878-05da69125110\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:16.852841+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3166.87, "started_at": "2026-05-19T16:17:13.684937+00:00", "ended_at": "2026-05-19T16:17:16.851866+00:00", "prompt_metrics": {"chars": 8226, "bytes_utf8": 8226, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-ef3c-79a3-9510-43a1bc968ff3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05cb6d98eeefcc5787fc9a240d006bdef0e9e191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/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": "2026-05-19T16:12:17.119277+00:00", + "ended_at": "2026-05-19T16:12:20.035797+00:00", + "elapsed_ms": 2916.5, + "returncode": 1, + "prompt_metrics": { + "chars": 8072, + "bytes_utf8": 8072, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adf2a628d62db4fdc95f8d686f2700a823751e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:12:21.038235+00:00", + "ended_at": "2026-05-19T16:12:25.337041+00:00", + "elapsed_ms": 4298.71, + "returncode": 1, + "prompt_metrics": { + "chars": 8072, + "bytes_utf8": 8072, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d33ab52a4c9f59191382917fa16de0f82a42d889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "item_col": "pH", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d33ab52a4c9f59191382917fa16de0f82a42d889 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "item_col": "pH", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9384274d6458f886f1c00204793648e8406c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-685a-70d3-9bbc-9971a2cf5145"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4e74256d37b5ae2a4c94fed830fe395a534514c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-685a-70d3-9bbc-9971a2cf5145"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..babd54129841c5d7bef8c035f154a4fe79a05d2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-77b6-7d62-b577-d48eae2f048a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab31f260a7c4ae03d4eb7a9191b951b3e1c015f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4102-77b6-7d62-b577-d48eae2f048a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa81d8f59a3eb4090921499a3259cccd31a2227f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:17.118253+00:00", + "ended_at": "2026-05-19T16:12:25.338705+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_81859ebeb7e32ce6", + "problem_id": "v2p_n3_91e1d8ca1e1a95d5", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "item_col": "pH", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84ea1a0ade1d08cc0dd678dcc8d7164dd978a758 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_81859ebeb7e32ce6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:20.036868+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2916.5, "started_at": "2026-05-19T16:12:17.119277+00:00", "ended_at": "2026-05-19T16:12:20.035797+00:00", "prompt_metrics": {"chars": 8072, "bytes_utf8": 8072, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-685a-70d3-9bbc-9971a2cf5145\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:25.338518+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4298.71, "started_at": "2026-05-19T16:12:21.038235+00:00", "ended_at": "2026-05-19T16:12:25.337041+00:00", "prompt_metrics": {"chars": 8072, "bytes_utf8": 8072, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-77b6-7d62-b577-d48eae2f048a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_830e4e92d9359d84/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_830e4e92d9359d84/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c96fe4e319c01d08088e27d36263e12fc0f0034 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_830e4e92d9359d84/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:28.229676+00:00", + "ended_at": "2026-05-19T16:15:35.416411+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_830e4e92d9359d84", + "problem_id": "v2p_n3_208604e104c59b07", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "bindings": { + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_830e4e92d9359d84/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_830e4e92d9359d84/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f61a65c43693076a3426e565e095cc82a3c1d77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_830e4e92d9359d84/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:31.231567+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2999.73, "started_at": "2026-05-19T16:15:28.230955+00:00", "ended_at": "2026-05-19T16:15:31.230716+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-52ef-7842-bd6b-7a43aa8e794f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:35.416319+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3183.11, "started_at": "2026-05-19T16:15:32.232397+00:00", "ended_at": "2026-05-19T16:15:35.415539+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-6297-7031-89f8-372448f26e10\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dd6dfec4a2dfc4879f3e724c76d9417817be01f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:19.232590+00:00", + "ended_at": "2026-05-19T16:09:26.966564+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8479c5c54e5e11d3", + "problem_id": "v2p_n3_eac011a1f7ed7ac4", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a6a8dbfd1cd7209aec029edf19753fb9e00ee4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8479c5c54e5e11d3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:22.545614+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3311.04, "started_at": "2026-05-19T16:09:19.233690+00:00", "ended_at": "2026-05-19T16:09:22.544759+00:00", "prompt_metrics": {"chars": 7687, "bytes_utf8": 7687, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-b19a-77d1-9edf-511b9b4de523\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:26.966474+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3418.31, "started_at": "2026-05-19T16:09:23.547391+00:00", "ended_at": "2026-05-19T16:09:26.965741+00:00", "prompt_metrics": {"chars": 7687, "bytes_utf8": 7687, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-c267-75c2-b0e1-80f5dcafa5df\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_857f7796df95a8e3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_857f7796df95a8e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a38f36508f3e780be88054cbf18fb12742b9232f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_857f7796df95a8e3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:21:54.240635+00:00", + "ended_at": "2026-05-19T16:22:13.160503+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_857f7796df95a8e3", + "problem_id": "v2p_n3_758756eab6151b13", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_857f7796df95a8e3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_857f7796df95a8e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71f880e06804f1799123b4110a86f02c363ea702 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_857f7796df95a8e3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:09.208346+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 14964.66, "started_at": "2026-05-19T16:21:54.242082+00:00", "ended_at": "2026-05-19T16:22:09.206779+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-36b2-7440-ae73-76182fcdbaaf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:13.160388+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2948.88, "started_at": "2026-05-19T16:22:10.210311+00:00", "ended_at": "2026-05-19T16:22:13.159247+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-75a4-78e1-9821-82cfa1130393\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0aaff629f5516a3ded8f5b920383402b971b8eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:47.199314+00:00", + "ended_at": "2026-05-19T16:12:54.134240+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_85a8c495e7a6fb6d", + "problem_id": "v2p_n3_9e15381780e7adf3", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "item_col": "alcohol", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f425da612d80cbe6160b1114a6b342e349651add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_85a8c495e7a6fb6d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:50.396326+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3195.03, "started_at": "2026-05-19T16:12:47.200525+00:00", "ended_at": "2026-05-19T16:12:50.395574+00:00", "prompt_metrics": {"chars": 8083, "bytes_utf8": 8083, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-ddd2-7572-b576-17d3e36d7d54\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:54.134147+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2736.04, "started_at": "2026-05-19T16:12:51.397277+00:00", "ended_at": "2026-05-19T16:12:54.133349+00:00", "prompt_metrics": {"chars": 8083, "bytes_utf8": 8083, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-ee52-7ee0-95da-b8edc6c6d300\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4980a881e4f449d59f2db8e1493407da605e2473 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:40.920309+00:00", + "ended_at": "2026-05-19T16:17:48.659729+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8745d02f9f61ec80", + "problem_id": "v2p_n3_6c98cd06f9d27c38", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=fixed acidity, measure_col=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e95d15e41117f2fa5e5dd720e2b8f60e0d2b136c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8745d02f9f61ec80/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:44.568323+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3644.55, "started_at": "2026-05-19T16:17:40.922213+00:00", "ended_at": "2026-05-19T16:17:44.566808+00:00", "prompt_metrics": {"chars": 8236, "bytes_utf8": 8236, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-59e4-7a93-a999-854a55cda3dc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:48.659622+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3088.68, "started_at": "2026-05-19T16:17:45.569956+00:00", "ended_at": "2026-05-19T16:17:48.658687+00:00", "prompt_metrics": {"chars": 8236, "bytes_utf8": 8236, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-6be3-77f0-9079-a10cb5da363c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8b3d5525efc67566/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8b3d5525efc67566/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c192b27e47d2aab93dfdbe9cdbff4de2d6848673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8b3d5525efc67566/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:56.305315+00:00", + "ended_at": "2026-05-19T16:15:03.694194+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8b3d5525efc67566", + "problem_id": "v2p_n3_9ba5fac3cccd9a6f", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8b3d5525efc67566/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8b3d5525efc67566/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe41b4e1913885bc5174ab3544d01b097bd998bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8b3d5525efc67566/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:59.396340+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3087.59, "started_at": "2026-05-19T16:14:56.307511+00:00", "ended_at": "2026-05-19T16:14:59.395141+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-d63d-7d71-a22e-a452d5fedb42\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:03.694110+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3296.1, "started_at": "2026-05-19T16:15:00.397250+00:00", "ended_at": "2026-05-19T16:15:03.693384+00:00", "prompt_metrics": {"chars": 7988, "bytes_utf8": 7988, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-e63b-7f51-9acb-dd11b2132f37\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e9a9ec429fc72cf6041b960294901c1d2dcad6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6.8", "support": 308, "support_share": 0.06288280930992242, "cumulative_support": 308}, {"value_label": "6.6", "support": 290, "support_share": 0.05920783993466721, "cumulative_support": 598}, {"value_label": "6.4", "support": 280, "support_share": 0.05716619028174765, "cumulative_support": 878}, {"value_label": "6.9", "support": 241, "support_share": 0.04920375663536137, "cumulative_support": 1119}, {"value_label": "6.7", "support": 236, "support_share": 0.04818293180890159, "cumulative_support": 1355}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e3207f285c5e9ad7082f18bff21ae3e4c18a002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_8df91c80964443c1 +-- problem_id: v2p_n3_a565e95f4ca2a7ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7554ff85ad9de82654a0254e44941dc6cbeffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n3_8df91c80964443c1\n-- problem_id: v2p_n3_a565e95f4ca2a7ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fixed acidity\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n3_8df91c80964443c1\\n-- problem_id: v2p_n3_a565e95f4ca2a7ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"6.8\", \"support\": 308, \"support_share\": 0.06288280930992242, \"cumulative_support\": 308}, {\"value_label\": \"6.6\", \"support\": 290, \"support_share\": 0.05920783993466721, \"cumulative_support\": 598}, {\"value_label\": \"6.4\", \"support\": 280, \"support_share\": 0.05716619028174765, \"cumulative_support\": 878}, {\"value_label\": \"6.9\", \"support\": 241, \"support_share\": 0.04920375663536137, \"cumulative_support\": 1119}, {\"value_label\": \"6.7\", \"support\": 236, \"support_share\": 0.04818293180890159, \"cumulative_support\": 1355}, {\"value_label\": \"7\", \"support\": 232, \"support_share\": 0.04736627194773377, \"cumulative_support\": 1587}, {\"value_label\": \"6.5\", \"support\": 225, \"support_share\": 0.045937117190690074, \"cumulative_support\": 1812}, {\"value_label\": \"7.2\", \"support\": 206, \"support_share\": 0.042057982850142915, \"cumulative_support\": 2018}, {\"value_label\": \"7.1\", \"support\": 200, \"support_share\": 0.04083299305839118, \"cumulative_support\": 2218}, {\"value_label\": \"7.4\", \"support\": 194, \"support_share\": 0.03960800326663944, \"cumulative_support\": 2412}, {\"value_label\": \"6.2\", \"support\": 192, \"support_share\": 0.039199673336055535, \"cumulative_support\": 2604}, {\"value_label\": \"6.3\", \"support\": 188, \"support_share\": 0.038383013474887706, \"cumulative_support\": 2792}, {\"value_label\": \"6\", \"support\": 184, \"support_share\": 0.037566353613719884, \"cumulative_support\": 2976}, {\"value_label\": \"7.3\", \"support\": 178, \"support_share\": 0.03634136382196815, \"cumulative_support\": 3154}, {\"value_label\": \"6.1\", \"support\": 155, \"support_share\": 0.03164556962025317, \"cumulative_support\": 3309}, {\"value_label\": \"7.6\", \"support\": 153, \"support_share\": 0.031237239689669252, \"cumulative_support\": 3462}, {\"value_label\": \"7.5\", \"support\": 123, \"support_share\": 0.025112290730910574, \"cumulative_support\": 3585}, {\"value_label\": \"5.8\", \"support\": 121, \"support_share\": 0.024703960800326663, \"cumulative_support\": 3706}, {\"value_label\": \"5.9\", \"support\": 103, \"support_share\": 0.021028991425071458, \"cumulative_support\": 3809}, {\"value_label\": \"7.7\", \"support\": 93, \"support_share\": 0.0189873417721519, \"cumulative_support\": 3902}, {\"value_label\": \"7.8\", \"support\": 93, \"support_share\": 0.0189873417721519, \"cumulative_support\": 3995}, {\"value_label\": \"5.7\", \"support\": 88, \"support_share\": 0.01796651694569212, \"cumulative_support\": 4083}, {\"value_label\": \"8\", \"support\": 80, \"support_share\": 0.016333197223356473, \"cumulative_support\": 4163}, {\"value_label\": \"7.9\", \"support\": 74, \"support_share\": 0.015108207431604737, \"cumulative_support\": 4237}, {\"value_label\": \"5.6\", \"support\": 71, \"support_share\": 0.014495712535728868, \"cumulative_support\": 4308}, {\"value_label\": \"8.1\", \"support\": 56, \"support_share\": 0.011433238056349531, \"cumulative_support\": 4364}, {\"value_label\": \"8.2\", \"support\": 56, \"support_share\": 0.011433238056349531, \"cumulative_support\": 4420}, {\"value_label\": \"8.3\", \"support\": 52, \"support_share\": 0.010616578195181707, \"cumulative_support\": 4472}, {\"value_label\": \"8.4\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4507}, {\"value_label\": \"8.5\", \"support\": 32, \"support_share\": 0.006533278889342589, \"cumulative_support\": 4539}, {\"value_label\": \"5.5\", \"support\": 31, \"support_share\": 0.006329113924050633, \"cumulative_support\": 4570}, {\"value_label\": \"5.2\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4598}, {\"value_label\": \"5.4\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4626}, {\"value_label\": \"5.3\", \"support\": 27, \"support_share\": 0.005512454062882809, \"cumulative_support\": 4653}, {\"value_label\": \"8.6\", \"support\": 25, \"support_share\": 0.005104124132298897, \"cumulative_support\": 4678}, {\"value_label\": \"5\", \"support\": 24, \"support_share\": 0.004899959167006942, \"cumulative_support\": 4702}, {\"value_label\": \"5.1\", \"support\": 23, \"support_share\": 0.0046957942017149855, \"cumulative_support\": 4725}, {\"value_label\": \"9.2\", \"support\": 21, \"support_share\": 0.004287464271131074, \"cumulative_support\": 4746}, {\"value_label\": \"8.8\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"cumulative_support\": 4764}, {\"value_label\": \"9\", \"support\": 17, \"support_share\": 0.0034708044099632505, \"cumulative_support\": 4781}, {\"value_label\": \"8.9\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4797}, {\"value_label\": \"8.7\", \"support\": 15, \"support_share\": 0.0030624744793793387, \"cumulative_support\": 4812}, {\"value_label\": \"9.4\", \"support\": 11, \"support_share\": 0.002245814618211515, \"cumulative_support\": 4823}, {\"value_label\": \"4.8\", \"support\": 9, \"support_share\": 0.0018374846876276032, \"cumulative_support\": 4832}, {\"value_label\": \"9.8\", \"support\": 8, \"support_share\": 0.0016333197223356473, \"cumulative_support\": 4840}, {\"value_label\": \"4.9\", \"support\": 7, \"support_share\": 0.0014291547570436914, \"cumulative_support\": 4847}, {\"value_label\": \"9.1\", \"support\": 6, \"support_share\": 0.0012249897917517355, \"cumulative_support\": 4853}, {\"value_label\": \"4.7\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4858}, {\"value_label\": \"9.6\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4863}, {\"value_label\": \"9.7\", \"support\": 4, \"support_share\": 0.0008166598611678236, \"cumulative_support\": 4867}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9af3c8f2fd5be333ac0964f68e725f024ac23f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.336196+00:00", + "ended_at": "2026-05-19T16:29:42.344261+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8df91c80964443c1", + "problem_id": "v2p_n3_a565e95f4ca2a7ef", + "dataset_id": "n3", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_8df91c80964443c1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9111795b2b68dc4d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9111795b2b68dc4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9a3e8e202b9a62b54aa682c4b59c9d0e850b3ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9111795b2b68dc4d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:31.003836+00:00", + "ended_at": "2026-05-19T16:28:38.861891+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9111795b2b68dc4d", + "problem_id": "v2p_n3_77c5bc0349fb5df1", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9111795b2b68dc4d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9111795b2b68dc4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9583aee485016413ddf2690d3ec768d6cef5f78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9111795b2b68dc4d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:34.373826+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3367.23, "started_at": "2026-05-19T16:28:31.005377+00:00", "ended_at": "2026-05-19T16:28:34.372647+00:00", "prompt_metrics": {"chars": 7775, "bytes_utf8": 7775, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-4501-7283-aaba-0dbcc527b6b2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:38.861771+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3484.85, "started_at": "2026-05-19T16:28:35.375672+00:00", "ended_at": "2026-05-19T16:28:38.860590+00:00", "prompt_metrics": {"chars": 7775, "bytes_utf8": 7775, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-5636-72a1-a886-8aaa75322055\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_928ca21a5294e269/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_928ca21a5294e269/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f36c5957366899dd6348c13aa8e43d325fb82512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_928ca21a5294e269/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:35.409831+00:00", + "ended_at": "2026-05-19T16:08:42.509368+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_928ca21a5294e269", + "problem_id": "v2p_n3_b0d48b12ee5194ec", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_928ca21a5294e269/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_928ca21a5294e269/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..297f7a9aded42933fc36211d9ad32aa4f88ff625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_928ca21a5294e269/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:38.365089+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2953.1, "started_at": "2026-05-19T16:08:35.410917+00:00", "ended_at": "2026-05-19T16:08:38.364043+00:00", "prompt_metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-0651-7f70-b3d3-47ccdf93518f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:42.509256+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3142.57, "started_at": "2026-05-19T16:08:39.365862+00:00", "ended_at": "2026-05-19T16:08:42.508463+00:00", "prompt_metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-15bf-7290-97d7-012a78f7ba47\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2041d930e04049817d67f1eebd2d16229f673b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:43.315371+00:00", + "ended_at": "2026-05-19T16:27:51.427056+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_95b9cccd64acfe7d", + "problem_id": "v2p_n3_feb6e870b51bafc5", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8808c3acba378b1f4eac984e1e383b8620835a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_95b9cccd64acfe7d/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:46.849246+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3530.41, "started_at": "2026-05-19T16:27:43.317701+00:00", "ended_at": "2026-05-19T16:27:46.848157+00:00", "prompt_metrics": {"chars": 7772, "bytes_utf8": 7772, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-8ae6-7f02-a024-b62cd3c73872\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:51.426894+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3575.18, "started_at": "2026-05-19T16:27:47.850753+00:00", "ended_at": "2026-05-19T16:27:51.425978+00:00", "prompt_metrics": {"chars": 7772, "bytes_utf8": 7772, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-9c70-70d0-a1f9-b90f6dccc175\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9669a8bb29c68e85/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9669a8bb29c68e85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21628fbd8dd5631b3afb658973eaccbd52f3f09d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9669a8bb29c68e85/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:09.698781+00:00", + "ended_at": "2026-05-19T16:12:17.117886+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9669a8bb29c68e85", + "problem_id": "v2p_n3_9448c37333493580", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "item_col": "pH", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9669a8bb29c68e85/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9669a8bb29c68e85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f912a62e4368b5f5e0def2ed6c4588b6f5b2306 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9669a8bb29c68e85/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:12.688288+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2987.62, "started_at": "2026-05-19T16:12:09.699898+00:00", "ended_at": "2026-05-19T16:12:12.687545+00:00", "prompt_metrics": {"chars": 8065, "bytes_utf8": 8065, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-4b5b-7d30-912a-a3b5fbd49e77\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:17.117798+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3428.01, "started_at": "2026-05-19T16:12:13.689111+00:00", "ended_at": "2026-05-19T16:12:17.117151+00:00", "prompt_metrics": {"chars": 8065, "bytes_utf8": 8065, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-5b07-7502-8287-1e54c66dfccb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89089ff95b232d6706159d8bceb52fbc43d65e9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:26:57.575432+00:00", + "ended_at": "2026-05-19T16:27:00.978122+00:00", + "elapsed_ms": 3402.64, + "returncode": 1, + "prompt_metrics": { + "chars": 7660, + "bytes_utf8": 7660, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e944a339f8b484cd5c873711ce588cbeb6276ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:27:01.981148+00:00", + "ended_at": "2026-05-19T16:27:04.973462+00:00", + "elapsed_ms": 2992.24, + "returncode": 1, + "prompt_metrics": { + "chars": 7660, + "bytes_utf8": 7660, + "lines": 238, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8648bb239424bfbab27299acacba7b9ef57e186d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sulphates", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8648bb239424bfbab27299acacba7b9ef57e186d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,238 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "sulphates", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9799d76badc0642b8e91ab320a557b87b1c67594 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-d80a-7e90-ab49-5ef673aa7248"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69595acbaa15a46f04b45edbb5addb2e66764c67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-d80a-7e90-ab49-5ef673aa7248"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24fce732f4ac09d84b3ab106cb1d6e205495ae45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-e953-7ce2-8b7d-82066bc975c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4960d0c7ea737245c9387c37a70a2f439d49046d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410f-e953-7ce2-8b7d-82066bc975c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b53dcd4da17f2e7b0b4a630b451f171c229cb7bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:57.573876+00:00", + "ended_at": "2026-05-19T16:27:04.974553+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9750a0611a4b6dd6", + "problem_id": "v2p_n3_f90931eda640c241", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ad213b8bbf8102a2bac57bd5bd0823721dbd175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9750a0611a4b6dd6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:00.979273+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3402.64, "started_at": "2026-05-19T16:26:57.575432+00:00", "ended_at": "2026-05-19T16:27:00.978122+00:00", "prompt_metrics": {"chars": 7660, "bytes_utf8": 7660, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-d80a-7e90-ab49-5ef673aa7248\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:04.974445+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2992.24, "started_at": "2026-05-19T16:27:01.981148+00:00", "ended_at": "2026-05-19T16:27:04.973462+00:00", "prompt_metrics": {"chars": 7660, "bytes_utf8": 7660, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-e953-7ce2-8b7d-82066bc975c5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_988bdd6b233ca1f2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_988bdd6b233ca1f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07ae590eb744c7f5095059a6904b6c4780ab1b61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_988bdd6b233ca1f2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:20:08.862636+00:00", + "ended_at": "2026-05-19T16:20:15.839740+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_988bdd6b233ca1f2", + "problem_id": "v2p_n3_4f5d0719fb946ceb", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_988bdd6b233ca1f2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_988bdd6b233ca1f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b002324ad053e7b5e29aa74b27b39a94232e0fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_988bdd6b233ca1f2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:11.950972+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3086.42, "started_at": "2026-05-19T16:20:08.863776+00:00", "ended_at": "2026-05-19T16:20:11.950218+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-9b11-7390-9324-145fc81135e8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:15.839584+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2885.35, "started_at": "2026-05-19T16:20:12.952715+00:00", "ended_at": "2026-05-19T16:20:15.838123+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-ab28-7d63-ae91-3cf675c58de7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_993c908a4a49c098/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_993c908a4a49c098/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44612021a43a123f78280374eb7fbf2f3bf56ea7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_993c908a4a49c098/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:16.853387+00:00", + "ended_at": "2026-05-19T16:17:25.616841+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_993c908a4a49c098", + "problem_id": "v2p_n3_ad0db96f176f1b9d", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=quality, measure_col=pH.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_993c908a4a49c098/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_993c908a4a49c098/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da60c6347a00fa44ceaad07ccd5362bb84183c33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_993c908a4a49c098/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:20.363390+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3507.35, "started_at": "2026-05-19T16:17:16.854934+00:00", "ended_at": "2026-05-19T16:17:20.362326+00:00", "prompt_metrics": {"chars": 8208, "bytes_utf8": 8208, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-fbad-7080-8ccc-d6d59ddf6ff0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:25.616729+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4249.97, "started_at": "2026-05-19T16:17:21.364825+00:00", "ended_at": "2026-05-19T16:17:25.614849+00:00", "prompt_metrics": {"chars": 8208, "bytes_utf8": 8208, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-0d46-7f60-95a1-232741c5f338\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab51175a865b4704dac634f9037d18b6c399040 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"free sulfur dioxide": "29", "support": 160, "avg_response": 6.8775}, {"free sulfur dioxide": "31", "support": 132, "avg_response": 6.824242424242424}, {"free sulfur dioxide": "26", "support": 129, "avg_response": 6.863565891472868}, {"free sulfur dioxide": "35", "support": 129, "avg_response": 6.8534883720930235}, {"free sulfur dioxide": "34", "support": 128, "avg_response": 6.89765625}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55c68053393ecaadc6f0b93d8e912def324eee22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_9a45de9077f2643e +-- problem_id: v2p_n3_b0afa68a8f94798e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d6bff25f5c983cc84285e94725337dbee31bb1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_9a45de9077f2643e\n-- problem_id: v2p_n3_b0afa68a8f94798e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_9a45de9077f2643e\\n-- problem_id: v2p_n3_b0afa68a8f94798e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 6.8775}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 6.824242424242424}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 6.863565891472868}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 6.8534883720930235}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 6.89765625}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 6.762992125984252}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 6.711864406779661}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 6.992857142857143}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 6.8625}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 6.825225225225226}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 6.7207207207207205}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 6.85}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 6.980733944954128}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 6.897115384615384}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 6.621359223300971}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 6.8196078431372555}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 6.781372549019609}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 6.917821782178218}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 6.822772277227723}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 6.8373737373737375}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 6.785858585858586}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 6.906451612903226}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 6.886813186813187}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 6.8629213483146065}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 6.802247191011236}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 6.715116279069767}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 6.935714285714286}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 6.910975609756098}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 6.79875}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 7.069620253164557}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 6.843999999999999}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 6.956944444444444}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 7.2558823529411764}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 6.8999999999999995}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 6.803030303030303}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 6.9609375}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 6.803125}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 6.742857142857143}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 6.69344262295082}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 6.932758620689656}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 6.8517241379310345}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 6.970909090909091}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 6.869090909090909}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 6.932407407407408}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 6.772549019607843}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 6.614893617021276}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 7.1577777777777785}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 6.677272727272728}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 6.788095238095239}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 6.8307692307692305}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfb7ff608d5f07ba9eebd1ac482deca60424a101 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.391352+00:00", + "ended_at": "2026-05-19T16:29:42.394723+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9a45de9077f2643e", + "problem_id": "v2p_n3_b0afa68a8f94798e", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_9a45de9077f2643e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a45de9077f2643e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a9913393b54255a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a9913393b54255a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1326fad553a1d7143f06c3b708f5aeaac8c925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a9913393b54255a/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:20:29.053663+00:00", + "ended_at": "2026-05-19T16:20:41.946562+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9a9913393b54255a", + "problem_id": "v2p_n3_134f09517341ce14", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a9913393b54255a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a9913393b54255a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca6d2b1466940e6f44eac27e5b77262a0d9540c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9a9913393b54255a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:20:32.396323+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3340.09, "started_at": "2026-05-19T16:20:29.055345+00:00", "ended_at": "2026-05-19T16:20:32.395468+00:00", "prompt_metrics": {"chars": 7858, "bytes_utf8": 7858, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-e9ff-7423-9f2e-80427312e7dd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:41.946401+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8547.48, "started_at": "2026-05-19T16:20:33.397406+00:00", "ended_at": "2026-05-19T16:20:41.944931+00:00", "prompt_metrics": {"chars": 7858, "bytes_utf8": 7858, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-fb03-7703-9d23-e662f57a7ecb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9ed369d4ffd635e2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9ed369d4ffd635e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a0d10e83851f61adaf1927cd14bd118080b63da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9ed369d4ffd635e2/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:23:09.094113+00:00", + "ended_at": "2026-05-19T16:23:16.886175+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9ed369d4ffd635e2", + "problem_id": "v2p_n3_ec330d3ff3ec58e9", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9ed369d4ffd635e2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9ed369d4ffd635e2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0242498d3990beec77c92f4f1c42c53f2119e7ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_9ed369d4ffd635e2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:12.374363+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3277.34, "started_at": "2026-05-19T16:23:09.095935+00:00", "ended_at": "2026-05-19T16:23:12.373311+00:00", "prompt_metrics": {"chars": 7914, "bytes_utf8": 7914, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-5bbd-7fc2-af77-2d50257d1a87\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:16.886056+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3508.6, "started_at": "2026-05-19T16:23:13.376282+00:00", "ended_at": "2026-05-19T16:23:16.884954+00:00", "prompt_metrics": {"chars": 7914, "bytes_utf8": 7914, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-6c4f-7880-88e6-3c99530029c0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a020d7c7d86197ba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a020d7c7d86197ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa8cf2f0ce72cefd24b1728eb37bb6f84832708d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a020d7c7d86197ba/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:07.767934+00:00", + "ended_at": "2026-05-19T16:28:15.628088+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a020d7c7d86197ba", + "problem_id": "v2p_n3_e1b4cd64e24211b3", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a020d7c7d86197ba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a020d7c7d86197ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..458f84403e3dcae097c4cebb190d36cae57fd231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a020d7c7d86197ba/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:11.319882+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3549.1, "started_at": "2026-05-19T16:28:07.769613+00:00", "ended_at": "2026-05-19T16:28:11.318744+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-ea46-7e81-8680-5d2af6bfab9f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:15.627877+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3304.63, "started_at": "2026-05-19T16:28:12.321968+00:00", "ended_at": "2026-05-19T16:28:15.626693+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-fc13-7e20-8ed6-f22a1385fb89\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a1876c9eb03b7a42/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a1876c9eb03b7a42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..929ddb6a1c41d348806453dd27f307a5aa4c915f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a1876c9eb03b7a42/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:27.385026+00:00", + "ended_at": "2026-05-19T16:10:34.181873+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a1876c9eb03b7a42", + "problem_id": "v2p_n3_6eff65364e1de0eb", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a1876c9eb03b7a42/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a1876c9eb03b7a42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9de4ac2b22ee5101ee5b92b1df014fba46db0f46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a1876c9eb03b7a42/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:30.231504+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2844.64, "started_at": "2026-05-19T16:10:27.386162+00:00", "ended_at": "2026-05-19T16:10:30.230827+00:00", "prompt_metrics": {"chars": 7587, "bytes_utf8": 7587, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-bbbf-7d01-82c6-c300562e586a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:34.181788+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2948.61, "started_at": "2026-05-19T16:10:31.232447+00:00", "ended_at": "2026-05-19T16:10:34.181097+00:00", "prompt_metrics": {"chars": 7587, "bytes_utf8": 7587, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-cab9-73c3-bcda-92558ee0020c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b9ad1ca96b1ddac59df7dcc48efae114dada820 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:48.756086+00:00", + "ended_at": "2026-05-19T16:10:55.519898+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a487d1c32c4b3e4e", + "problem_id": "v2p_n3_ab36da1288687e38", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dea7ea80c943ab4290f27e9e0ad5c1fe207bf892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a487d1c32c4b3e4e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:51.663888+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2905.97, "started_at": "2026-05-19T16:10:48.757175+00:00", "ended_at": "2026-05-19T16:10:51.663174+00:00", "prompt_metrics": {"chars": 7590, "bytes_utf8": 7590, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-0f3c-78e2-8c8a-e5f1cb78c5bb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:55.519803+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2854.3, "started_at": "2026-05-19T16:10:52.664743+00:00", "ended_at": "2026-05-19T16:10:55.519073+00:00", "prompt_metrics": {"chars": 7590, "bytes_utf8": 7590, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-1e8e-7e93-ac3f-2d8c2a19eee0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43aac20596c483b12ad5075032bade3b1d741697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:23.236059+00:00", + "ended_at": "2026-05-19T16:28:31.003149+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a5a947522ddc853c", + "problem_id": "v2p_n3_f81d0e118d094276", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6df8d873efb80c4464ae0bc05aa6a36bb6ba7689 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:26.586231+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3347.27, "started_at": "2026-05-19T16:28:23.237922+00:00", "ended_at": "2026-05-19T16:28:26.585226+00:00", "prompt_metrics": {"chars": 7770, "bytes_utf8": 7770, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-26ca-7e70-950f-c482da072df1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:31.002968+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3413.63, "started_at": "2026-05-19T16:28:27.588082+00:00", "ended_at": "2026-05-19T16:28:31.001781+00:00", "prompt_metrics": {"chars": 7770, "bytes_utf8": 7770, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-37a4-7ad0-b7bd-0c94cc6c1ee5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d2f48043744499eee265ddb4ff1148d3ff1a5af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"density": "0.992", "support": 64, "avg_response": 0.33203125}, {"density": "0.9928", "support": 61, "avg_response": 0.36245901639344263}, {"density": "0.9932", "support": 53, "avg_response": 0.3535849056603773}, {"density": "0.993", "support": 52, "avg_response": 0.3409615384615385}, {"density": "0.9934", "support": 50, "avg_response": 0.301}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d029d379b85f26700cd565b3dfd2b91dddb0ac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_a80cab4e6232ccdd +-- problem_id: v2p_n3_fc13076e7aeaac91 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b6cb6a3107ff033dc16f6cf87cb940481e10c98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_a80cab4e6232ccdd\n-- problem_id: v2p_n3_fc13076e7aeaac91\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_a80cab4e6232ccdd\\n-- problem_id: v2p_n3_fc13076e7aeaac91\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 0.33203125}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 0.36245901639344263}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 0.3535849056603773}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 0.3409615384615385}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 0.301}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 0.3706122448979592}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 0.34319148936170213}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 0.2965217391304348}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 0.32711111111111113}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 0.34750000000000003}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 0.3434090909090909}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 0.3280952380952381}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 0.3651219512195122}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 0.38}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 0.37075}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 0.33256410256410257}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 0.33894736842105266}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 0.3348648648648649}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 0.29486486486486485}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 0.3863888888888889}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 0.3737142857142857}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 0.3085714285714286}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 0.43058823529411766}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 0.3947058823529412}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 0.35617647058823526}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 0.35294117647058826}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 0.34242424242424246}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 0.34030303030303033}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 0.3640625}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 0.361875}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 0.355}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 0.309375}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 0.33096774193548384}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 0.348}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 0.3624137931034483}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 0.4225}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 0.4203571428571428}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 0.38107142857142856}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 0.36750000000000005}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 0.3125}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 0.30296296296296293}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 0.3632}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 0.3344}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 0.33159999999999995}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 0.32880000000000004}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 0.304}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 0.40125000000000005}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 0.5343478260869565}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 0.361304347826087}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 0.3443478260869565}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49ba9335d6dc5dcda187b3ad132f1e8a204e4ff2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.403398+00:00", + "ended_at": "2026-05-19T16:29:42.407224+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a80cab4e6232ccdd", + "problem_id": "v2p_n3_fc13076e7aeaac91", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_a80cab4e6232ccdd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a80cab4e6232ccdd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5acda3d1627d1e85ef7076e4dc4db3f6187c474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:10.426488+00:00", + "ended_at": "2026-05-19T16:11:17.761752+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aaf774a7803a6ea7", + "problem_id": "v2p_n3_0650f07d0704e17f", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "item_col": "chlorides", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..389585e42992bf7a589ca99c1dad1d9695555c30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aaf774a7803a6ea7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:13.452905+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3024.55, "started_at": "2026-05-19T16:11:10.427608+00:00", "ended_at": "2026-05-19T16:11:13.452185+00:00", "prompt_metrics": {"chars": 8087, "bytes_utf8": 8087, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-63c6-7410-ba5f-5daff6a9c755\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:17.761658+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3306.74, "started_at": "2026-05-19T16:11:14.454074+00:00", "ended_at": "2026-05-19T16:11:17.760858+00:00", "prompt_metrics": {"chars": 8087, "bytes_utf8": 8087, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-7385-7e01-ad7a-4a4abed6f4cf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..638741eb5b8dc6d952ba6b48d193101a572a683d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:14:05.745923+00:00", + "ended_at": "2026-05-19T16:14:14.182708+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ab69ca2829989c6e", + "problem_id": "v2p_n3_bccbaa3cab5f863e", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2ecc2ff5eded285f33e72677e4a1b59920150e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ab69ca2829989c6e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:14:08.996250+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3248.4, "started_at": "2026-05-19T16:14:05.747034+00:00", "ended_at": "2026-05-19T16:14:08.995461+00:00", "prompt_metrics": {"chars": 8469, "bytes_utf8": 8469, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-10c1-73e2-8dbf-a339cfd69a33\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:14:14.182619+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4184.6, "started_at": "2026-05-19T16:14:09.997083+00:00", "ended_at": "2026-05-19T16:14:14.181723+00:00", "prompt_metrics": {"chars": 8469, "bytes_utf8": 8469, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4104-2140-7401-8851-e04cd563faa2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_acf2265150b782c6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_acf2265150b782c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0cb1d59923f3a6fcd6164cae93d8df9a65cd9430 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_acf2265150b782c6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:26.511272+00:00", + "ended_at": "2026-05-19T16:29:33.943757+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_acf2265150b782c6", + "problem_id": "v2p_n3_f8bbae72587b96fa", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_acf2265150b782c6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_acf2265150b782c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8f308a08bd962aea1c71ddc32f53c65cc8204d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_acf2265150b782c6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:29.833289+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3319.31, "started_at": "2026-05-19T16:29:26.512818+00:00", "ended_at": "2026-05-19T16:29:29.832169+00:00", "prompt_metrics": {"chars": 7751, "bytes_utf8": 7751, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-1df1-7491-a116-dd03d5bdf142\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:33.943620+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3107.75, "started_at": "2026-05-19T16:29:30.834619+00:00", "ended_at": "2026-05-19T16:29:33.942428+00:00", "prompt_metrics": {"chars": 7751, "bytes_utf8": 7751, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-2ec6-7663-bb72-35dd395b222b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f404386f443282418c986cd51acf58a0579a27de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total sulfur dioxide": "111", "support": 69, "avg_response": 5.601449275362318}, {"total sulfur dioxide": "113", "support": 61, "avg_response": 6.4311475409836065}, {"total sulfur dioxide": "117", "support": 57, "avg_response": 4.42719298245614}, {"total sulfur dioxide": "118", "support": 55, "avg_response": 7.7}, {"total sulfur dioxide": "150", "support": 54, "avg_response": 5.425925925925926}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18b92c2a600ba7e7da58c97e7145b4729741624d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_ad6857cc41dc7b42 +-- problem_id: v2p_n3_111cf2edaefc0063 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ab7e32bb8464e29903103f056b5bf89d7eed771 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_ad6857cc41dc7b42\n-- problem_id: v2p_n3_111cf2edaefc0063\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_ad6857cc41dc7b42\\n-- problem_id: v2p_n3_111cf2edaefc0063\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 5.601449275362318}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 6.4311475409836065}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 4.42719298245614}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 7.7}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 5.425925925925926}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 5.124074074074074}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 4.711111111111111}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 4.05462962962963}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 6.660377358490566}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 5.7942307692307695}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 8.085}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 5.166}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 5.103061224489796}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 3.9479591836734693}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 9.831249999999999}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 8.164893617021276}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 6.7957446808510635}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 6.669148936170212}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 6.171276595744681}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 5.480851063829788}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 4.641489361702128}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 4.481914893617021}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 3.1659574468085108}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 7.206521739130435}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 6.564130434782609}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 5.655555555555556}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 5.137777777777778}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 3.691111111111111}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 5.367045454545455}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 4.786363636363636}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 4.032954545454545}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 7.893023255813953}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 6.451162790697674}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 5.273809523809524}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 3.3059523809523808}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 8.045121951219512}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 7.7646341463414625}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 5.402439024390244}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 4.9975609756097565}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 8.556410256410256}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 7.933333333333333}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 6.851282051282051}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 3.612820512820513}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 9.302631578947368}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 5.923684210526315}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 5.686842105263158}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 7.41081081081081}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 3.7689189189189185}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 3.098648648648649}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 2.981081081081081}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93e04b6578d770d74cad713878fe0d0bc5d07dbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.399327+00:00", + "ended_at": "2026-05-19T16:29:42.402903+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ad6857cc41dc7b42", + "problem_id": "v2p_n3_111cf2edaefc0063", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=residual sugar, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "residual sugar", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ad6857cc41dc7b42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ad6857cc41dc7b42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0065d930399bf0800744ec63298872c398d1c867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:42.182582+00:00", + "ended_at": "2026-05-19T16:24:49.315425+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aea6f46aa78d1477", + "problem_id": "v2p_n3_bd085bea33c7b845", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates.", + "bindings": { + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca18d62f1d75caa5804ddfe2ab7a26341a6c0bdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_aea6f46aa78d1477/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:45.539943+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3354.29, "started_at": "2026-05-19T16:24:42.184642+00:00", "ended_at": "2026-05-19T16:24:45.538972+00:00", "prompt_metrics": {"chars": 7607, "bytes_utf8": 7607, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-c771-7a93-ab79-6fe73b410644\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:49.315320+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2772.47, "started_at": "2026-05-19T16:24:46.541796+00:00", "ended_at": "2026-05-19T16:24:49.314329+00:00", "prompt_metrics": {"chars": 7607, "bytes_utf8": 7607, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-d843-7f62-bda7-212f51b99af3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9171b936e93905eb6b408593ad9681db6314ba34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:22:46.083384+00:00", + "ended_at": "2026-05-19T16:22:54.013948+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b09f49875ab4a1e1", + "problem_id": "v2p_n3_03c4b54a5393bf2a", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6366bffadad9e934f61f96703ebc68506ed496cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b09f49875ab4a1e1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:49.844451+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3757.84, "started_at": "2026-05-19T16:22:46.085392+00:00", "ended_at": "2026-05-19T16:22:49.843277+00:00", "prompt_metrics": {"chars": 7904, "bytes_utf8": 7904, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-01c2-7fb2-b00a-a17297f0aaa2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:54.013799+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3166.34, "started_at": "2026-05-19T16:22:50.846320+00:00", "ended_at": "2026-05-19T16:22:54.012735+00:00", "prompt_metrics": {"chars": 7904, "bytes_utf8": 7904, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-1464-7a71-8152-9ed94e6306f9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0fdc7a0965e5b3728f9cc010e2401b637758d73d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:07.420845+00:00", + "ended_at": "2026-05-19T16:24:26.655090+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b430422fa87ccfb4", + "problem_id": "v2p_n3_6a529a47346e09a1", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8374343e2ac2c1402b2e2e0b466a688e5c1deee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b430422fa87ccfb4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:22.506523+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 15082.89, "started_at": "2026-05-19T16:24:07.422347+00:00", "ended_at": "2026-05-19T16:24:22.505278+00:00", "prompt_metrics": {"chars": 7907, "bytes_utf8": 7907, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-3f94-7490-a2d6-b343003b4518\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:26.654957+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3145.53, "started_at": "2026-05-19T16:24:23.508263+00:00", "ended_at": "2026-05-19T16:24:26.653856+00:00", "prompt_metrics": {"chars": 7907, "bytes_utf8": 7907, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-7e6a-7812-a334-8657427c5b89\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5408e7f9fb02f69/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5408e7f9fb02f69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b4c49245aa6358bd6b02d13e26869030424c7c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5408e7f9fb02f69/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:23:16.886622+00:00", + "ended_at": "2026-05-19T16:23:25.387506+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b5408e7f9fb02f69", + "problem_id": "v2p_n3_f64d9191ea59b8bf", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5408e7f9fb02f69/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5408e7f9fb02f69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4aaea1de775f0d71a575040d6c738bf9011a341 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5408e7f9fb02f69/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:20.621114+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3731.83, "started_at": "2026-05-19T16:23:16.888205+00:00", "ended_at": "2026-05-19T16:23:20.620067+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-7a07-7bd0-a534-7ee0caf80324\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:25.387377+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3763.84, "started_at": "2026-05-19T16:23:21.622376+00:00", "ended_at": "2026-05-19T16:23:25.386272+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-8c90-7d93-8bcf-facfa2c4b702\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf08bf5d18b4213ab366ce0aece39c9984f4dfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6.8", "support": 308, "support_share": 0.06288280930992242, "support_rank": 1}, {"value_label": "6.6", "support": 290, "support_share": 0.05920783993466721, "support_rank": 2}, {"value_label": "6.4", "support": 280, "support_share": 0.05716619028174765, "support_rank": 3}, {"value_label": "6.9", "support": 241, "support_share": 0.04920375663536137, "support_rank": 4}, {"value_label": "6.7", "support": 236, "support_share": 0.04818293180890159, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fd8efeec2a0f99e0cc4913aa5347413e9490da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_b56e9824c64ef196 +-- problem_id: v2p_n3_6929d784dee0002a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e890d6da0ea765908b0c63f9948c73026d0934f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n3_b56e9824c64ef196\n-- problem_id: v2p_n3_6929d784dee0002a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fixed acidity\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n3_b56e9824c64ef196\\n-- problem_id: v2p_n3_6929d784dee0002a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"6.8\", \"support\": 308, \"support_share\": 0.06288280930992242, \"support_rank\": 1}, {\"value_label\": \"6.6\", \"support\": 290, \"support_share\": 0.05920783993466721, \"support_rank\": 2}, {\"value_label\": \"6.4\", \"support\": 280, \"support_share\": 0.05716619028174765, \"support_rank\": 3}, {\"value_label\": \"6.9\", \"support\": 241, \"support_share\": 0.04920375663536137, \"support_rank\": 4}, {\"value_label\": \"6.7\", \"support\": 236, \"support_share\": 0.04818293180890159, \"support_rank\": 5}, {\"value_label\": \"7\", \"support\": 232, \"support_share\": 0.04736627194773377, \"support_rank\": 6}, {\"value_label\": \"6.5\", \"support\": 225, \"support_share\": 0.045937117190690074, \"support_rank\": 7}, {\"value_label\": \"7.2\", \"support\": 206, \"support_share\": 0.042057982850142915, \"support_rank\": 8}, {\"value_label\": \"7.1\", \"support\": 200, \"support_share\": 0.04083299305839118, \"support_rank\": 9}, {\"value_label\": \"7.4\", \"support\": 194, \"support_share\": 0.03960800326663944, \"support_rank\": 10}, {\"value_label\": \"6.2\", \"support\": 192, \"support_share\": 0.039199673336055535, \"support_rank\": 11}, {\"value_label\": \"6.3\", \"support\": 188, \"support_share\": 0.038383013474887706, \"support_rank\": 12}, {\"value_label\": \"6\", \"support\": 184, \"support_share\": 0.037566353613719884, \"support_rank\": 13}, {\"value_label\": \"7.3\", \"support\": 178, \"support_share\": 0.03634136382196815, \"support_rank\": 14}, {\"value_label\": \"6.1\", \"support\": 155, \"support_share\": 0.03164556962025317, \"support_rank\": 15}, {\"value_label\": \"7.6\", \"support\": 153, \"support_share\": 0.031237239689669252, \"support_rank\": 16}, {\"value_label\": \"7.5\", \"support\": 123, \"support_share\": 0.025112290730910574, \"support_rank\": 17}, {\"value_label\": \"5.8\", \"support\": 121, \"support_share\": 0.024703960800326663, \"support_rank\": 18}, {\"value_label\": \"5.9\", \"support\": 103, \"support_share\": 0.021028991425071458, \"support_rank\": 19}, {\"value_label\": \"7.7\", \"support\": 93, \"support_share\": 0.0189873417721519, \"support_rank\": 20}, {\"value_label\": \"7.8\", \"support\": 93, \"support_share\": 0.0189873417721519, \"support_rank\": 21}, {\"value_label\": \"5.7\", \"support\": 88, \"support_share\": 0.01796651694569212, \"support_rank\": 22}, {\"value_label\": \"8\", \"support\": 80, \"support_share\": 0.016333197223356473, \"support_rank\": 23}, {\"value_label\": \"7.9\", \"support\": 74, \"support_share\": 0.015108207431604737, \"support_rank\": 24}, {\"value_label\": \"5.6\", \"support\": 71, \"support_share\": 0.014495712535728868, \"support_rank\": 25}, {\"value_label\": \"8.1\", \"support\": 56, \"support_share\": 0.011433238056349531, \"support_rank\": 26}, {\"value_label\": \"8.2\", \"support\": 56, \"support_share\": 0.011433238056349531, \"support_rank\": 27}, {\"value_label\": \"8.3\", \"support\": 52, \"support_share\": 0.010616578195181707, \"support_rank\": 28}, {\"value_label\": \"8.4\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 29}, {\"value_label\": \"8.5\", \"support\": 32, \"support_share\": 0.006533278889342589, \"support_rank\": 30}, {\"value_label\": \"5.5\", \"support\": 31, \"support_share\": 0.006329113924050633, \"support_rank\": 31}, {\"value_label\": \"5.2\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 32}, {\"value_label\": \"5.4\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 33}, {\"value_label\": \"5.3\", \"support\": 27, \"support_share\": 0.005512454062882809, \"support_rank\": 34}, {\"value_label\": \"8.6\", \"support\": 25, \"support_share\": 0.005104124132298897, \"support_rank\": 35}, {\"value_label\": \"5\", \"support\": 24, \"support_share\": 0.004899959167006942, \"support_rank\": 36}, {\"value_label\": \"5.1\", \"support\": 23, \"support_share\": 0.0046957942017149855, \"support_rank\": 37}, {\"value_label\": \"9.2\", \"support\": 21, \"support_share\": 0.004287464271131074, \"support_rank\": 38}, {\"value_label\": \"8.8\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"support_rank\": 39}, {\"value_label\": \"9\", \"support\": 17, \"support_share\": 0.0034708044099632505, \"support_rank\": 40}, {\"value_label\": \"8.9\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 41}, {\"value_label\": \"8.7\", \"support\": 15, \"support_share\": 0.0030624744793793387, \"support_rank\": 42}, {\"value_label\": \"9.4\", \"support\": 11, \"support_share\": 0.002245814618211515, \"support_rank\": 43}, {\"value_label\": \"4.8\", \"support\": 9, \"support_share\": 0.0018374846876276032, \"support_rank\": 44}, {\"value_label\": \"9.8\", \"support\": 8, \"support_share\": 0.0016333197223356473, \"support_rank\": 45}, {\"value_label\": \"4.9\", \"support\": 7, \"support_share\": 0.0014291547570436914, \"support_rank\": 46}, {\"value_label\": \"9.1\", \"support\": 6, \"support_share\": 0.0012249897917517355, \"support_rank\": 47}, {\"value_label\": \"4.7\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 48}, {\"value_label\": \"9.6\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 49}, {\"value_label\": \"9.7\", \"support\": 4, \"support_share\": 0.0008166598611678236, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a63313190ca4cb0dc538fea82dec8d39cb81033f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.354865+00:00", + "ended_at": "2026-05-19T16:29:42.358932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b56e9824c64ef196", + "problem_id": "v2p_n3_6929d784dee0002a", + "dataset_id": "n3", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_b56e9824c64ef196.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5d00a01a8565f13/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5d00a01a8565f13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51dd8647b93e31ded6663af50d594e659ea3819b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5d00a01a8565f13/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:05.208814+00:00", + "ended_at": "2026-05-19T16:25:12.677252+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b5d00a01a8565f13", + "problem_id": "v2p_n3_c9584cea398af112", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "bindings": { + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5d00a01a8565f13/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5d00a01a8565f13/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a002482728833e2a7b893c11926506c7a94a9c18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b5d00a01a8565f13/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:08.770345+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3558.97, "started_at": "2026-05-19T16:25:05.210306+00:00", "ended_at": "2026-05-19T16:25:08.769310+00:00", "prompt_metrics": {"chars": 7620, "bytes_utf8": 7620, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-2125-79d1-9df4-e5510dc2fd97\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:12.677138+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2904.01, "started_at": "2026-05-19T16:25:09.772130+00:00", "ended_at": "2026-05-19T16:25:12.676204+00:00", "prompt_metrics": {"chars": 7620, "bytes_utf8": 7620, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-32ff-70c1-90cc-94556762d696\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b6ae1d6610c46f4b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b6ae1d6610c46f4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..831425e6417a903ad1bc3b6bec6c10789d5158b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b6ae1d6610c46f4b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:47.881771+00:00", + "ended_at": "2026-05-19T16:16:56.351884+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b6ae1d6610c46f4b", + "problem_id": "v2p_n3_9c442f2d1327495f", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b6ae1d6610c46f4b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b6ae1d6610c46f4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c67fa454e34ed35bd098b97c814f41743742cb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b6ae1d6610c46f4b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:51.352370+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3467.92, "started_at": "2026-05-19T16:16:47.883392+00:00", "ended_at": "2026-05-19T16:16:51.351348+00:00", "prompt_metrics": {"chars": 8260, "bytes_utf8": 8260, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-8a99-7972-a65d-ff6bbf0fae95\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:56.351774+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3996.44, "started_at": "2026-05-19T16:16:52.354264+00:00", "ended_at": "2026-05-19T16:16:56.350762+00:00", "prompt_metrics": {"chars": 8260, "bytes_utf8": 8260, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-9bf4-7b30-9524-ca4a387fe841\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15b701e4adc48132adcc35a26a312dbd413a1912 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:57.129915+00:00", + "ended_at": "2026-05-19T16:25:05.208145+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b80c18e0b4f4b9d3", + "problem_id": "v2p_n3_909a227de48acad4", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "bindings": { + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b56a40c5f0777d6c082e387c7c24594f1c90631b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_b80c18e0b4f4b9d3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:00.917027+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3784.39, "started_at": "2026-05-19T16:24:57.131446+00:00", "ended_at": "2026-05-19T16:25:00.915878+00:00", "prompt_metrics": {"chars": 7614, "bytes_utf8": 7614, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-01b1-7972-af07-12e89758c73a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:05.207926+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3288.48, "started_at": "2026-05-19T16:25:01.918326+00:00", "ended_at": "2026-05-19T16:25:05.206865+00:00", "prompt_metrics": {"chars": 7614, "bytes_utf8": 7614, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-144e-7661-aaef-41f0dce61533\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ba7c09aeebd3cb30/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ba7c09aeebd3cb30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fba519b82fb9b410d5645181fb70ec4be548299f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ba7c09aeebd3cb30/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:22:54.014402+00:00", + "ended_at": "2026-05-19T16:23:09.093461+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ba7c09aeebd3cb30", + "problem_id": "v2p_n3_847033cbd622cd01", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ba7c09aeebd3cb30/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ba7c09aeebd3cb30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6688559deee7b4aeec1680f981d6dd438d05bdd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ba7c09aeebd3cb30/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:01.886803+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7869.68, "started_at": "2026-05-19T16:22:54.015969+00:00", "ended_at": "2026-05-19T16:23:01.885682+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-20ca-73b2-8946-b7dc31847d09\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:09.093351+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6204.36, "started_at": "2026-05-19T16:23:02.887916+00:00", "ended_at": "2026-05-19T16:23:09.092327+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-4369-73d0-97de-3a399659e0df\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5a1c959f0aff9aed79e37a356839fd604d1f315 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:57.243609+00:00", + "ended_at": "2026-05-19T16:10:04.740740+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bb79404216aa63fb", + "problem_id": "v2p_n3_710017614820c0eb", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d797d80c4458e83190e515e0e85fd722abbed5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:00.702730+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3456.19, "started_at": "2026-05-19T16:09:57.245814+00:00", "ended_at": "2026-05-19T16:10:00.702035+00:00", "prompt_metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-4637-7bc3-aef9-7fa3ceeff6ca\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:04.740645+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3035.44, "started_at": "2026-05-19T16:10:01.704414+00:00", "ended_at": "2026-05-19T16:10:04.739893+00:00", "prompt_metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-5758-7cb1-b8a7-a226907b4d2f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4e699135f2bcf692e078bae6c89927393683af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:21:17.123307+00:00", + "ended_at": "2026-05-19T16:21:28.096748+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bcd46ef906d63139", + "problem_id": "v2p_n3_28172b3bce03f90c", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9354d8b3dde55d5fe5b94d9fd43d97e34d80e2a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bcd46ef906d63139/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:20.455085+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3329.69, "started_at": "2026-05-19T16:21:17.124504+00:00", "ended_at": "2026-05-19T16:21:20.454216+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-a5c8-7622-9baa-b8da1b172bbe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:28.096663+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6640.0, "started_at": "2026-05-19T16:21:21.455928+00:00", "ended_at": "2026-05-19T16:21:28.095963+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410a-b6c8-73b0-bc4c-50d251f029cc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bec8c629e56b689028e71f0a9944e5b446065411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:35.416767+00:00", + "ended_at": "2026-05-19T16:15:42.400383+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bce6b9500c2ac0aa", + "problem_id": "v2p_n3_7f5900e653211ff0", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide.", + "bindings": { + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb577a475e188e4d3b47225e82b8d7d9777424f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bce6b9500c2ac0aa/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:38.307541+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2888.17, "started_at": "2026-05-19T16:15:35.417913+00:00", "ended_at": "2026-05-19T16:15:38.306106+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-6ee3-7fd0-9740-4c0d27bfb1cb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:42.400296+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3090.89, "started_at": "2026-05-19T16:15:39.308597+00:00", "ended_at": "2026-05-19T16:15:42.399529+00:00", "prompt_metrics": {"chars": 7863, "bytes_utf8": 7863, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-7e28-75a1-940d-bacfe0a807b9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_be344760244d29f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_be344760244d29f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b160a53e5d14801d913b586893ae6e1042fd47a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_be344760244d29f3/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:03.855696+00:00", + "ended_at": "2026-05-19T16:16:11.433773+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_be344760244d29f3", + "problem_id": "v2p_n3_997f8062eca43ee8", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=sulphates.", + "bindings": { + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_be344760244d29f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_be344760244d29f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bff87b8359729b017a773720e26a8c7454ac44e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_be344760244d29f3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:07.178277+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3319.58, "started_at": "2026-05-19T16:16:03.857613+00:00", "ended_at": "2026-05-19T16:16:07.177236+00:00", "prompt_metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-de56-7d01-a995-2c4b82728019\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:11.433669+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3252.81, "started_at": "2026-05-19T16:16:08.179870+00:00", "ended_at": "2026-05-19T16:16:11.432734+00:00", "prompt_metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-ef91-7d52-904d-ae28729dc44a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c1c8ae58e326bfc6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c1c8ae58e326bfc6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eae68422344cd311b17be380cd18e73237dca04a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c1c8ae58e326bfc6/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:06.773877+00:00", + "ended_at": "2026-05-19T16:18:14.468466+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c1c8ae58e326bfc6", + "problem_id": "v2p_n3_b882792a7c5e360c", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c1c8ae58e326bfc6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c1c8ae58e326bfc6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f7e6e2d0f24574a0b7fa75c4bc00e95dbed1beb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c1c8ae58e326bfc6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:09.926742+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3150.05, "started_at": "2026-05-19T16:18:06.775513+00:00", "ended_at": "2026-05-19T16:18:09.925604+00:00", "prompt_metrics": {"chars": 8230, "bytes_utf8": 8230, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-beb2-7951-aac3-fecf99d978a5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:14.468344+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3538.6, "started_at": "2026-05-19T16:18:10.928612+00:00", "ended_at": "2026-05-19T16:18:14.467280+00:00", "prompt_metrics": {"chars": 8230, "bytes_utf8": 8230, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-cee7-7693-b9d9-e093acd059e1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c4fb240f40022b87/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c4fb240f40022b87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22e6b24c8b4f4684913cf6215306353195c9f178 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c4fb240f40022b87/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:12:02.382120+00:00", + "ended_at": "2026-05-19T16:12:09.698410+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c4fb240f40022b87", + "problem_id": "v2p_n3_9d0d2d46919ff3c9", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "item_col": "density", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c4fb240f40022b87/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c4fb240f40022b87/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee48058a3202a34f5c8965e4dcc6176ff5830c2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c4fb240f40022b87/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:12:05.626070+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3241.62, "started_at": "2026-05-19T16:12:02.383353+00:00", "ended_at": "2026-05-19T16:12:05.625051+00:00", "prompt_metrics": {"chars": 8101, "bytes_utf8": 8101, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-2ed2-7813-ac59-6473886a1f80\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:12:09.698321+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3068.88, "started_at": "2026-05-19T16:12:06.627618+00:00", "ended_at": "2026-05-19T16:12:09.696549+00:00", "prompt_metrics": {"chars": 8101, "bytes_utf8": 8101, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4102-3f5a-7ae3-bc86-8a2ef7d1638b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c58fb4dd664fb20b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c58fb4dd664fb20b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2dceb2e0224581a840a039d628a44e959e6c0e82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c58fb4dd664fb20b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:49.880042+00:00", + "ended_at": "2026-05-19T16:08:56.408955+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c58fb4dd664fb20b", + "problem_id": "v2p_n3_f39f318e2f374ca2", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c58fb4dd664fb20b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c58fb4dd664fb20b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70735f3f6922d4835099b4f36be2106c32ab74e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c58fb4dd664fb20b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:52.582434+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2699.94, "started_at": "2026-05-19T16:08:49.881122+00:00", "ended_at": "2026-05-19T16:08:52.581092+00:00", "prompt_metrics": {"chars": 7688, "bytes_utf8": 7688, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-3ed6-7712-90b8-6c1c39f33205\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:56.408869+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2824.9, "started_at": "2026-05-19T16:08:53.583245+00:00", "ended_at": "2026-05-19T16:08:56.408179+00:00", "prompt_metrics": {"chars": 7688, "bytes_utf8": 7688, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-4d4a-7380-96bd-9958195574c5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c7cc1c38b8fa62e4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c7cc1c38b8fa62e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02649150a53c17dbb1211493f04d26bc6a928539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c7cc1c38b8fa62e4/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:49.315887+00:00", + "ended_at": "2026-05-19T16:24:57.129451+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c7cc1c38b8fa62e4", + "problem_id": "v2p_n3_4a0731ed4ab7e37e", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=alcohol.", + "bindings": { + "measure_col": "alcohol", + "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": 11.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c7cc1c38b8fa62e4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c7cc1c38b8fa62e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..307fae56c91740410bec8951daf6fd70ee7fb946 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c7cc1c38b8fa62e4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:52.373349+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3054.8, "started_at": "2026-05-19T16:24:49.317428+00:00", "ended_at": "2026-05-19T16:24:52.372273+00:00", "prompt_metrics": {"chars": 7602, "bytes_utf8": 7602, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-e314-7113-a538-aa732d01e9ab\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:57.129339+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3752.38, "started_at": "2026-05-19T16:24:53.375879+00:00", "ended_at": "2026-05-19T16:24:57.128323+00:00", "prompt_metrics": {"chars": 7602, "bytes_utf8": 7602, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-f2ee-79e3-b5bf-3e67edc8b9bb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c9b578f7accc8ee7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c9b578f7accc8ee7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a927d0d31af26f53ed8d2e7637b1e7d990e26e90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c9b578f7accc8ee7/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:19:53.313467+00:00", + "ended_at": "2026-05-19T16:20:00.598702+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c9b578f7accc8ee7", + "problem_id": "v2p_n3_a1cd50e78d6af187", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=sulphates.", + "bindings": { + "group_col": "quality", + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c9b578f7accc8ee7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c9b578f7accc8ee7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b4913a332883462fc23972132aea4605d01261c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_c9b578f7accc8ee7/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:56.466853+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3150.62, "started_at": "2026-05-19T16:19:53.314651+00:00", "ended_at": "2026-05-19T16:19:56.465307+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-5e5e-7561-b882-aa25503ee749\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:20:00.598614+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3129.59, "started_at": "2026-05-19T16:19:57.468200+00:00", "ended_at": "2026-05-19T16:20:00.597827+00:00", "prompt_metrics": {"chars": 7847, "bytes_utf8": 7847, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-6eb0-7621-b4b0-8ea00d7184f6\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91ba9e95681d49e176471b6d945daea21342fd4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:56.352341+00:00", + "ended_at": "2026-05-19T16:17:06.534800+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ca7ef9ce33751e47", + "problem_id": "v2p_n3_cc2c6a4f72ac37e7", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e986d2e43d379e8324adef6416aa2a66a56781b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ca7ef9ce33751e47/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:00.855836+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4501.03, "started_at": "2026-05-19T16:16:56.353720+00:00", "ended_at": "2026-05-19T16:17:00.854784+00:00", "prompt_metrics": {"chars": 8225, "bytes_utf8": 8225, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-ab7a-7633-9089-8897d6683453\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:06.534695+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4676.17, "started_at": "2026-05-19T16:17:01.857430+00:00", "ended_at": "2026-05-19T16:17:06.533668+00:00", "prompt_metrics": {"chars": 8225, "bytes_utf8": 8225, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-c11b-7962-8587-d002ab42a359\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cc0fab2ac4e13043/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cc0fab2ac4e13043/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea68c569c22343c24be8a1921285ad4c08784c13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cc0fab2ac4e13043/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:42.509782+00:00", + "ended_at": "2026-05-19T16:08:49.879673+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cc0fab2ac4e13043", + "problem_id": "v2p_n3_c843ba24b696ed2b", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cc0fab2ac4e13043/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cc0fab2ac4e13043/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6eada0f24ffd008660e21b3817262844cb4be1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cc0fab2ac4e13043/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:45.683503+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3171.59, "started_at": "2026-05-19T16:08:42.511101+00:00", "ended_at": "2026-05-19T16:08:45.682723+00:00", "prompt_metrics": {"chars": 7673, "bytes_utf8": 7673, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-2204-7083-8391-e8d419413edd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:49.879584+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3194.4, "started_at": "2026-05-19T16:08:46.684394+00:00", "ended_at": "2026-05-19T16:08:49.878832+00:00", "prompt_metrics": {"chars": 7673, "bytes_utf8": 7673, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-326e-7733-85b9-5c836bc5ec38\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cdb65c88760a534e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cdb65c88760a534e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02a6a59f8cd59432f35844a085dceb3ecc1155bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cdb65c88760a534e/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:11:24.682570+00:00", + "ended_at": "2026-05-19T16:11:31.854632+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cdb65c88760a534e", + "problem_id": "v2p_n3_c04824cd60ba7c55", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "item_col": "free sulfur dioxide", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cdb65c88760a534e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cdb65c88760a534e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9549df2e66cd312851e0bfd9ecc47b7a4fd9121a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_cdb65c88760a534e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:11:27.570613+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2885.29, "started_at": "2026-05-19T16:11:24.684486+00:00", "ended_at": "2026-05-19T16:11:27.569807+00:00", "prompt_metrics": {"chars": 8089, "bytes_utf8": 8089, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-9b79-7461-b21d-dc9d9158d147\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:11:31.854531+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3281.46, "started_at": "2026-05-19T16:11:28.572075+00:00", "ended_at": "2026-05-19T16:11:31.853590+00:00", "prompt_metrics": {"chars": 8089, "bytes_utf8": 8089, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4101-aabc-7771-bddd-73063c4af03a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c7f27e16a31076aa0659c5c5c50c7548540ea0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 0.335406976744186}, {"pH": "3.16", "support": 164, "avg_response": 0.3357317073170732}, {"pH": "3.22", "support": 146, "avg_response": 0.3027397260273973}, {"pH": "3.19", "support": 145, "avg_response": 0.3413103448275862}, {"pH": "3.18", "support": 138, "avg_response": 0.34782608695652173}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4159e265b0785e7bec279d89fe4e6c647ec0af88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_d172dc18b4f877c4 +-- problem_id: v2p_n3_e7bab1ac5b2581f4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39c93001600e1408e3694bf910b408e47f0ed8d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_d172dc18b4f877c4\n-- problem_id: v2p_n3_e7bab1ac5b2581f4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_d172dc18b4f877c4\\n-- problem_id: v2p_n3_e7bab1ac5b2581f4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 0.335406976744186}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 0.3357317073170732}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 0.3027397260273973}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 0.3413103448275862}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 0.34782608695652173}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 0.327956204379562}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 0.34286764705882355}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 0.32492647058823526}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 0.3328148148148148}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 0.3414179104477612}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 0.3262878787878788}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 0.33825396825396825}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 0.3157258064516129}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 0.3353846153846154}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 0.325}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 0.3711304347826087}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 0.33008771929824565}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 0.3650515463917525}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 0.33}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 0.33052631578947367}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 0.2986021505376344}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 0.378695652173913}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 0.3406741573033708}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 0.3109090909090909}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 0.3239080459770115}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 0.31511627906976747}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 0.26963855421686744}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 0.3304878048780488}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 0.360126582278481}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 0.3182278481012658}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 0.2993670886075949}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 0.37012820512820516}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 0.3581081081081081}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 0.38911764705882357}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 0.36661764705882355}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 0.37761904761904763}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 0.31568965517241376}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 0.3783673469387755}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 0.3230612244897959}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 0.3073469387755102}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 0.30895833333333333}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 0.30416666666666664}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 0.4131707317073171}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 0.32825000000000004}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 0.30974358974358973}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 0.36289473684210527}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 0.3462857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 0.2612121212121212}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 0.30062500000000003}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 0.3545161290322581}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.71}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cff2bddff2292b9cea2386faec374145e3d64977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.407749+00:00", + "ended_at": "2026-05-19T16:29:42.411359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d172dc18b4f877c4", + "problem_id": "v2p_n3_e7bab1ac5b2581f4", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=citric acid, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "citric acid", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d172dc18b4f877c4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d172dc18b4f877c4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30d3f9db8b09f959db759ee4601482395a065aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:25.390063+00:00", + "ended_at": "2026-05-19T16:23:28.556282+00:00", + "elapsed_ms": 3166.18, + "returncode": 1, + "prompt_metrics": { + "chars": 7911, + "bytes_utf8": 7911, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4ce2da31f8c9552d2859e0f80c6f7c5c23d826c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:23:29.559387+00:00", + "ended_at": "2026-05-19T16:23:33.254952+00:00", + "elapsed_ms": 3695.5, + "returncode": 1, + "prompt_metrics": { + "chars": 7911, + "bytes_utf8": 7911, + "lines": 243, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb7908f677e4fc1adf98745ad20d9641a5f812e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb7908f677e4fc1adf98745ad20d9641a5f812e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,243 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48044fe0c8bd8ce96beb73ee40df66bd4c48a181 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-9b45-7253-9a54-c50dc3724b10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..918b2a531e0bb41293d1f05abd896b760fdcef2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-9b45-7253-9a54-c50dc3724b10"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0bbfc141be94d612bd86178f4246523edf2003c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-ab7d-7ef1-b426-dbcd923632b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..33c9c19fbdb85b542ec43e7f2aca21ad6e156fe8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e410c-ab7d-7ef1-b426-dbcd923632b3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc30a4150028cf0d156b66fc8b89ea383cbb4534 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:23:25.388009+00:00", + "ended_at": "2026-05-19T16:23:33.256066+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d1adbf659be94bed", + "problem_id": "v2p_n3_ea98ea7a5467a20f", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ef960eb7a54b600a5c6d849e0e992f0d896ee2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1adbf659be94bed/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:28.557465+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3166.18, "started_at": "2026-05-19T16:23:25.390063+00:00", "ended_at": "2026-05-19T16:23:28.556282+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-9b45-7253-9a54-c50dc3724b10\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:33.255934+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3695.5, "started_at": "2026-05-19T16:23:29.559387+00:00", "ended_at": "2026-05-19T16:23:33.254952+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-ab7d-7ef1-b426-dbcd923632b3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1bcf6e12c7b84e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1bcf6e12c7b84e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1653ec5e632f9710848701bf24cd7fc31059eb03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1bcf6e12c7b84e8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:59.416247+00:00", + "ended_at": "2026-05-19T16:28:07.767375+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d1bcf6e12c7b84e8", + "problem_id": "v2p_n3_9cbbb33387611ef3", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1bcf6e12c7b84e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1bcf6e12c7b84e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0934870ef50b345911ac0ec019f61048b292538c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1bcf6e12c7b84e8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:02.948248+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3528.76, "started_at": "2026-05-19T16:27:59.417602+00:00", "ended_at": "2026-05-19T16:28:02.946411+00:00", "prompt_metrics": {"chars": 7771, "bytes_utf8": 7771, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-c9cc-7d22-889d-07f44ef2a636\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:07.767254+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3816.33, "started_at": "2026-05-19T16:28:03.949727+00:00", "ended_at": "2026-05-19T16:28:07.766118+00:00", "prompt_metrics": {"chars": 7771, "bytes_utf8": 7771, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-db5b-7b22-8201-e9d8e4b4ef1e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1fd9bb3432d0e98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1fd9bb3432d0e98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0dc5a5beb8dad57f9b352a8dcd011a87488f9b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1fd9bb3432d0e98/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:51.427480+00:00", + "ended_at": "2026-05-19T16:27:59.415830+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d1fd9bb3432d0e98", + "problem_id": "v2p_n3_bfcc0a9cf11c3510", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1fd9bb3432d0e98/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1fd9bb3432d0e98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6025b6189088430f252de726cf4b84d58c6a9832 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d1fd9bb3432d0e98/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:54.941924+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3511.92, "started_at": "2026-05-19T16:27:51.429021+00:00", "ended_at": "2026-05-19T16:27:54.940980+00:00", "prompt_metrics": {"chars": 7767, "bytes_utf8": 7767, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-aa87-7e53-9370-6faa04146f9f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:59.415729+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3471.25, "started_at": "2026-05-19T16:27:55.943474+00:00", "ended_at": "2026-05-19T16:27:59.414782+00:00", "prompt_metrics": {"chars": 7767, "bytes_utf8": 7767, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-bc3c-70d1-a82c-af20f9d4035b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2a38fe31c757fdc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2a38fe31c757fdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fee8a0c31ef159cf811551ce8d83a7d865087c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2a38fe31c757fdc/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:28.955551+00:00", + "ended_at": "2026-05-19T16:16:37.109162+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d2a38fe31c757fdc", + "problem_id": "v2p_n3_3cbc8ea629d05399", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "bindings": { + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2a38fe31c757fdc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2a38fe31c757fdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53ea659dbf6b934b623c5d7694d594202b732516 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2a38fe31c757fdc/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:32.066938+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3108.6, "started_at": "2026-05-19T16:16:28.957304+00:00", "ended_at": "2026-05-19T16:16:32.065941+00:00", "prompt_metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-4092-70c1-bea9-ad9f42c89aba\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:37.109030+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4039.3, "started_at": "2026-05-19T16:16:33.068429+00:00", "ended_at": "2026-05-19T16:16:37.107785+00:00", "prompt_metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-509f-7632-87ce-0828b4e2a446\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81a93bcdc290afe00936e3c91b6248e449e53b65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"citric acid": "0.3", "support": 307, "avg_response": 6.867752442996743}, {"citric acid": "0.28", "support": 282, "avg_response": 6.784042553191489}, {"citric acid": "0.32", "support": 257, "avg_response": 6.784046692607004}, {"citric acid": "0.34", "support": 225, "avg_response": 7.017777777777778}, {"citric acid": "0.29", "support": 223, "avg_response": 6.7757847533632285}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..756c3b2d21ccad96c7f40aca0ce23eb8c8315d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_d2f3200d218f7172 +-- problem_id: v2p_n3_bfa4688210c8a6a6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75c66f9cc513a0d1ea212ae7e77c4581a9313db2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_d2f3200d218f7172\n-- problem_id: v2p_n3_bfa4688210c8a6a6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_d2f3200d218f7172\\n-- problem_id: v2p_n3_bfa4688210c8a6a6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 6.867752442996743}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 6.784042553191489}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 6.784046692607004}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 7.017777777777778}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 6.7757847533632285}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 6.7333333333333325}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 6.6819444444444445}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 7.488837209302325}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 6.912999999999999}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 6.860109289617487}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 6.648066298342541}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 7.080790960451977}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 7.033576642335767}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 6.547058823529412}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 6.976865671641791}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 6.945901639344262}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 7.05982905982906}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 6.487500000000001}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 7.070297029702971}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 7.131052631578948}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 6.657831325301205}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 7.067073170731708}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 6.417142857142857}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 6.46060606060606}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 7.0285714285714285}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 7.305882352941177}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 6.326530612244898}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 6.402083333333334}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 7.067391304347827}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 7.278048780487804}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 7.302564102564103}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 6.755263157894737}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 7.275675675675675}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 6.680000000000001}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 6.0636363636363635}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 6.62962962962963}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 6.144444444444445}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 6.8839999999999995}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 6.765217391304348}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 6.156521739130435}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 7.336363636363637}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 7.042857142857143}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 6.984210526315789}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 6.2631578947368425}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 5.705263157894737}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 6.335294117647059}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 7.16875}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 7.292857142857143}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 6.257142857142857}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 6.946153846153846}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1bd44a7fda0d14ab6c22afbdfb8cfaf6455066f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.378822+00:00", + "ended_at": "2026-05-19T16:29:42.382408+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d2f3200d218f7172", + "problem_id": "v2p_n3_bfa4688210c8a6a6", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=fixed acidity, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "fixed acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d2f3200d218f7172.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d2f3200d218f7172/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0baa95ded0591f897d19aa5c5a26150212c558a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:28:15.629278+00:00", + "ended_at": "2026-05-19T16:28:23.235564+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d382d1562849856e", + "problem_id": "v2p_n3_f5c5869d8baa1661", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2478ce91d52c203b7bb1d3486a3b2ae5b196a40f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d382d1562849856e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:28:18.688547+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3055.88, "started_at": "2026-05-19T16:28:15.631619+00:00", "ended_at": "2026-05-19T16:28:18.687536+00:00", "prompt_metrics": {"chars": 7757, "bytes_utf8": 7757, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-08ed-7e82-8a7e-8af791c1cf18\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:28:23.235453+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3543.84, "started_at": "2026-05-19T16:28:19.690517+00:00", "ended_at": "2026-05-19T16:28:23.234419+00:00", "prompt_metrics": {"chars": 7757, "bytes_utf8": 7757, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-18d6-7270-8a40-1bc406eea917\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fdb9d4b3e3bb2ee5e3954c0816ac5c532491a624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:18.547251+00:00", + "ended_at": "2026-05-19T16:29:26.510775+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d7c3b27aaf2675a1", + "problem_id": "v2p_n3_d09346da88b1f6c2", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb2a46a1e32435af378ed37e876911b648cc5d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d7c3b27aaf2675a1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:21.846291+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3296.4, "started_at": "2026-05-19T16:29:18.548763+00:00", "ended_at": "2026-05-19T16:29:21.845207+00:00", "prompt_metrics": {"chars": 7788, "bytes_utf8": 7788, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-fec5-7a90-acba-a815813506c5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:26.510661+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3660.93, "started_at": "2026-05-19T16:29:22.848555+00:00", "ended_at": "2026-05-19T16:29:26.509545+00:00", "prompt_metrics": {"chars": 7788, "bytes_utf8": 7788, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4112-0fb6-7040-a755-db178445d560\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17d2366aa6409f16dd5726ad51143a6315072661 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:08:28.693307+00:00", + "ended_at": "2026-05-19T16:08:35.409475+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d8c762070273f5c3", + "problem_id": "v2p_n3_cf7a341ac5e00f0c", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d61a4fb0e6672269af9c548bda60a959d1188333 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_d8c762070273f5c3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:08:31.325617+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2630.3, "started_at": "2026-05-19T16:08:28.694555+00:00", "ended_at": "2026-05-19T16:08:31.324877+00:00", "prompt_metrics": {"chars": 7687, "bytes_utf8": 7687, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-ec0c-74a2-9239-b8f15a4524ce\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:08:35.409389+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3082.16, "started_at": "2026-05-19T16:08:32.326474+00:00", "ended_at": "2026-05-19T16:08:35.408666+00:00", "prompt_metrics": {"chars": 7687, "bytes_utf8": 7687, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fe-fa2e-76d3-8a27-b1b5484c7e25\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b039258d10ad7b8ec7dc1454d344d1352b070d88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:35.391208+00:00", + "ended_at": "2026-05-19T16:27:43.313769+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_da52f475abe834c3", + "problem_id": "v2p_n3_e2e9465a5635a430", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89aad5c43c99ebc768e3894ba091ca9045613558 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_da52f475abe834c3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:38.940928+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3546.54, "started_at": "2026-05-19T16:27:35.392887+00:00", "ended_at": "2026-05-19T16:27:38.939474+00:00", "prompt_metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-6be6-7eb1-b367-374d3acfe8d0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:43.313632+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3369.63, "started_at": "2026-05-19T16:27:39.942685+00:00", "ended_at": "2026-05-19T16:27:43.312380+00:00", "prompt_metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-7d95-7e81-840f-1b6d330df9c8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_db93215afdeb4b7e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_db93215afdeb4b7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e564ba0c900a0bb62d2a655f95fe7be74dfa85c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_db93215afdeb4b7e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:23:44.168770+00:00", + "ended_at": "2026-05-19T16:23:52.120343+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_db93215afdeb4b7e", + "problem_id": "v2p_n3_71820cfef17857c7", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_db93215afdeb4b7e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_db93215afdeb4b7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..082cbf7d5722057703ae630d1488cdce5cf2f978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_db93215afdeb4b7e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:47.629261+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3457.19, "started_at": "2026-05-19T16:23:44.171051+00:00", "ended_at": "2026-05-19T16:23:47.628286+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-e4b8-7171-b7dd-8bf9989ee77a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:52.120243+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3488.9, "started_at": "2026-05-19T16:23:48.630406+00:00", "ended_at": "2026-05-19T16:23:52.119352+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-f5ff-7930-9b12-f937e471b4db\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dc69cb90462ec3d4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dc69cb90462ec3d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37a76a1a69854fc8c6226e189bb9dc44c54bc468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dc69cb90462ec3d4/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:21:47.532265+00:00", + "ended_at": "2026-05-19T16:21:54.240272+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_dc69cb90462ec3d4", + "problem_id": "v2p_n3_ed310485f3e1f3ce", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dc69cb90462ec3d4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dc69cb90462ec3d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22a70e96f2f21fa129b94d6a02d2081e2965905a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dc69cb90462ec3d4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:21:50.282072+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2747.91, "started_at": "2026-05-19T16:21:47.533341+00:00", "ended_at": "2026-05-19T16:21:50.281268+00:00", "prompt_metrics": {"chars": 7858, "bytes_utf8": 7858, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-1c98-75b1-9ed5-f0723c7ecdc5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:21:54.240181+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2956.55, "started_at": "2026-05-19T16:21:51.282825+00:00", "ended_at": "2026-05-19T16:21:54.239403+00:00", "prompt_metrics": {"chars": 7858, "bytes_utf8": 7858, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-2b30-7622-b5bd-995ea0fe0e68\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..520a367adcf2403e803a46f4ec67f88dbe4ef168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:31.333739+00:00", + "ended_at": "2026-05-19T16:18:38.480232+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_dca926c493f2890c", + "problem_id": "v2p_n3_7e8082c9accff67a", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..083d911549b6f25e9c82726a96186d35d871ded5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_dca926c493f2890c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:34.566024+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3230.0, "started_at": "2026-05-19T16:18:31.335047+00:00", "ended_at": "2026-05-19T16:18:34.565081+00:00", "prompt_metrics": {"chars": 8250, "bytes_utf8": 8250, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-1e31-73f3-9bd3-46005fb23bdf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:38.480148+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2912.61, "started_at": "2026-05-19T16:18:35.566816+00:00", "ended_at": "2026-05-19T16:18:38.479450+00:00", "prompt_metrics": {"chars": 8250, "bytes_utf8": 8250, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-2ebb-7552-901f-7a87deb52141\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce9072236eaf429243248547a51246160ffb6cdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:22:20.973722+00:00", + "ended_at": "2026-05-19T16:22:28.678505+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_de3d7f5a3b144f81", + "problem_id": "v2p_n3_9b8a160658b0fbc0", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1661e0534bf6e3d9f21ba3184c7b6acfdfbae34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_de3d7f5a3b144f81/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:22:24.406394+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3429.46, "started_at": "2026-05-19T16:22:20.975251+00:00", "ended_at": "2026-05-19T16:22:24.404734+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-9fbc-7401-8fde-d5fb88e85298\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:22:28.678387+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3269.56, "started_at": "2026-05-19T16:22:25.407667+00:00", "ended_at": "2026-05-19T16:22:28.677285+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410b-b0f5-7f41-a490-9ea03e769175\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_deb51d6a8b267f6b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_deb51d6a8b267f6b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33984451167c3e218397eac7934e165055a5c087 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_deb51d6a8b267f6b/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:19.476824+00:00", + "ended_at": "2026-05-19T16:26:27.492773+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_deb51d6a8b267f6b", + "problem_id": "v2p_n3_a352dd8ab517aafe", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=quality.", + "bindings": { + "group_col": "quality", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_deb51d6a8b267f6b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_deb51d6a8b267f6b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0635dd615a935684ecc9730bd02e82f42f3f717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_deb51d6a8b267f6b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:23.301801+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3820.97, "started_at": "2026-05-19T16:26:19.478906+00:00", "ended_at": "2026-05-19T16:26:23.299935+00:00", "prompt_metrics": {"chars": 7655, "bytes_utf8": 7655, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-4347-7a61-b1fc-2c6de5027cc7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:27.492647+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3187.95, "started_at": "2026-05-19T16:26:24.303429+00:00", "ended_at": "2026-05-19T16:26:27.491453+00:00", "prompt_metrics": {"chars": 7655, "bytes_utf8": 7655, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-5649-7d10-8a43-2c305034dde0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e377aef9b7d25f4e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e377aef9b7d25f4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07f0a91e296d1e498fbf5c5e904fac44f90bba6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e377aef9b7d25f4e/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:03.589773+00:00", + "ended_at": "2026-05-19T16:26:11.436461+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e377aef9b7d25f4e", + "problem_id": "v2p_n3_82bc67b7d8850b6a", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e377aef9b7d25f4e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e377aef9b7d25f4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa7eab37502201216dca83562c294aa46b7e33da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e377aef9b7d25f4e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:06.692830+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3099.53, "started_at": "2026-05-19T16:26:03.591356+00:00", "ended_at": "2026-05-19T16:26:06.690932+00:00", "prompt_metrics": {"chars": 7658, "bytes_utf8": 7658, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-0531-7e13-bd86-a0271ce47702\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:11.436331+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3740.48, "started_at": "2026-05-19T16:26:07.694698+00:00", "ended_at": "2026-05-19T16:26:11.435243+00:00", "prompt_metrics": {"chars": 7658, "bytes_utf8": 7658, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-153b-7e31-89a6-a140e7855287\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88b8a5e4976736d4875356a959eee914db989e89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/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": "2026-05-19T16:13:09.275469+00:00", + "ended_at": "2026-05-19T16:13:12.390668+00:00", + "elapsed_ms": 3115.17, + "returncode": 1, + "prompt_metrics": { + "chars": 8100, + "bytes_utf8": 8100, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76cf2057011c87b9afda88bd94aa326755d4103b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/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": "2026-05-19T16:13:13.393169+00:00", + "ended_at": "2026-05-19T16:13:16.410599+00:00", + "elapsed_ms": 3017.38, + "returncode": 1, + "prompt_metrics": { + "chars": 8100, + "bytes_utf8": 8100, + "lines": 242, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..312611e0b2c39c902c594e3a5e9265babb65aec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "item_col": "volatile acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..312611e0b2c39c902c594e3a5e9265babb65aec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,242 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "item_col": "volatile acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43c4fdc6e0e0c7173302d86053e4bebfed6596b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-340b-7ad2-8b30-890e3d7af5db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3adcf707533fef235fffb68d2b55270c8957221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-340b-7ad2-8b30-890e3d7af5db"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd9c12a28f26bed21c568ffb4b3d2b70e77d353 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4433-7042-9814-fe96a0a29c3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c73facafcb46861aa46f8df78b18eac752942c0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4103-4433-7042-9814-fe96a0a29c3f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8c705829347bd3dba211a7e929b3f396749bba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:09.274365+00:00", + "ended_at": "2026-05-19T16:13:16.411432+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e5c0d394333f10a4", + "problem_id": "v2p_n3_21280b15fbf9f513", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "item_col": "volatile acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6a7cbdefb62d68dd397c6f3b422147faa00c1e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e5c0d394333f10a4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:12.391551+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3115.17, "started_at": "2026-05-19T16:13:09.275469+00:00", "ended_at": "2026-05-19T16:13:12.390668+00:00", "prompt_metrics": {"chars": 8100, "bytes_utf8": 8100, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-340b-7ad2-8b30-890e3d7af5db\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:16.411343+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3017.38, "started_at": "2026-05-19T16:13:13.393169+00:00", "ended_at": "2026-05-19T16:13:16.410599+00:00", "prompt_metrics": {"chars": 8100, "bytes_utf8": 8100, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-4433-7042-9814-fe96a0a29c3f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e70f65c068ee0f8c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e70f65c068ee0f8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c8ae79d294f767142af514279ae01105e9a86c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e70f65c068ee0f8c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:25:39.787303+00:00", + "ended_at": "2026-05-19T16:25:47.897751+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e70f65c068ee0f8c", + "problem_id": "v2p_n3_ece1b2ee0949a8a6", + "dataset_id": "n3", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "bindings": { + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e70f65c068ee0f8c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e70f65c068ee0f8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8871800283c1a75f5a12202e1308805bd75e55da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_e70f65c068ee0f8c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:25:43.921767+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4131.18, "started_at": "2026-05-19T16:25:39.789536+00:00", "ended_at": "2026-05-19T16:25:43.920753+00:00", "prompt_metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-a84f-7881-aac7-3a26fc39c7b4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:25:47.897646+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2972.99, "started_at": "2026-05-19T16:25:44.923636+00:00", "ended_at": "2026-05-19T16:25:47.896692+00:00", "prompt_metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410e-bc54-7211-a66c-340eb0668570\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ea081ef61a24be44/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ea081ef61a24be44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc946374ab96791d6635bd1d695b5013f89c9841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ea081ef61a24be44/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:18:45.756733+00:00", + "ended_at": "2026-05-19T16:18:58.676803+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ea081ef61a24be44", + "problem_id": "v2p_n3_b54f64f2ad4a1ac8", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=sulphates, measure_col=citric acid.", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ea081ef61a24be44/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ea081ef61a24be44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46463974f06700cfc549cec59e79f4447710f7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ea081ef61a24be44/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:18:48.928770+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3168.92, "started_at": "2026-05-19T16:18:45.759017+00:00", "ended_at": "2026-05-19T16:18:48.927970+00:00", "prompt_metrics": {"chars": 8232, "bytes_utf8": 8232, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-5685-7843-9c1c-c112fac60fb4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:18:58.676710+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 8745.71, "started_at": "2026-05-19T16:18:49.929719+00:00", "ended_at": "2026-05-19T16:18:58.675465+00:00", "prompt_metrics": {"chars": 8232, "bytes_utf8": 8232, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-66e4-7c51-b3bf-c6c26027d128\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9fee1e42284c7b7f692f483379f0a0654c448eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.5", "support": 249, "support_share": 0.05083707635769702, "support_rank": 1}, {"value_label": "0.46", "support": 225, "support_share": 0.045937117190690074, "support_rank": 2}, {"value_label": "0.44", "support": 216, "support_share": 0.04409963250306247, "support_rank": 3}, {"value_label": "0.38", "support": 214, "support_share": 0.043691302572478566, "support_rank": 4}, {"value_label": "0.42", "support": 181, "support_share": 0.03695385871784402, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..357084deb3722c801d1afb2c8969203c55927869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_eaa636bb529c2eac +-- problem_id: v2p_n3_cd52cbfd2fee0584 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34ca63598cc28a32e31e05e650901d2581339336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n3_eaa636bb529c2eac\n-- problem_id: v2p_n3_cd52cbfd2fee0584\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"sulphates\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"sulphates\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n3_eaa636bb529c2eac\\n-- problem_id: v2p_n3_cd52cbfd2fee0584\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0.5\", \"support\": 249, \"support_share\": 0.05083707635769702, \"support_rank\": 1}, {\"value_label\": \"0.46\", \"support\": 225, \"support_share\": 0.045937117190690074, \"support_rank\": 2}, {\"value_label\": \"0.44\", \"support\": 216, \"support_share\": 0.04409963250306247, \"support_rank\": 3}, {\"value_label\": \"0.38\", \"support\": 214, \"support_share\": 0.043691302572478566, \"support_rank\": 4}, {\"value_label\": \"0.42\", \"support\": 181, \"support_share\": 0.03695385871784402, \"support_rank\": 5}, {\"value_label\": \"0.48\", \"support\": 179, \"support_share\": 0.036545528787260105, \"support_rank\": 6}, {\"value_label\": \"0.45\", \"support\": 178, \"support_share\": 0.03634136382196815, \"support_rank\": 7}, {\"value_label\": \"0.47\", \"support\": 172, \"support_share\": 0.03511637403021641, \"support_rank\": 8}, {\"value_label\": \"0.4\", \"support\": 168, \"support_share\": 0.03429971416904859, \"support_rank\": 9}, {\"value_label\": \"0.54\", \"support\": 167, \"support_share\": 0.03409554920375663, \"support_rank\": 10}, {\"value_label\": \"0.49\", \"support\": 166, \"support_share\": 0.03389138423846468, \"support_rank\": 11}, {\"value_label\": \"0.43\", \"support\": 161, \"support_share\": 0.0328705594120049, \"support_rank\": 12}, {\"value_label\": \"0.52\", \"support\": 156, \"support_share\": 0.031849734585545124, \"support_rank\": 13}, {\"value_label\": \"0.39\", \"support\": 151, \"support_share\": 0.03082890975908534, \"support_rank\": 14}, {\"value_label\": \"0.51\", \"support\": 140, \"support_share\": 0.028583095140873826, \"support_rank\": 15}, {\"value_label\": \"0.41\", \"support\": 139, \"support_share\": 0.02837893017558187, \"support_rank\": 16}, {\"value_label\": \"0.53\", \"support\": 135, \"support_share\": 0.027562270314414047, \"support_rank\": 17}, {\"value_label\": \"0.37\", \"support\": 129, \"support_share\": 0.02633728052266231, \"support_rank\": 18}, {\"value_label\": \"0.36\", \"support\": 120, \"support_share\": 0.02449979583503471, \"support_rank\": 19}, {\"value_label\": \"0.56\", \"support\": 108, \"support_share\": 0.022049816251531237, \"support_rank\": 20}, {\"value_label\": \"0.55\", \"support\": 102, \"support_share\": 0.0208248264597795, \"support_rank\": 21}, {\"value_label\": \"0.58\", \"support\": 99, \"support_share\": 0.020212331563903636, \"support_rank\": 22}, {\"value_label\": \"0.59\", \"support\": 97, \"support_share\": 0.01980400163331972, \"support_rank\": 23}, {\"value_label\": \"0.6\", \"support\": 88, \"support_share\": 0.01796651694569212, \"support_rank\": 24}, {\"value_label\": \"0.35\", \"support\": 85, \"support_share\": 0.017354022049816252, \"support_rank\": 25}, {\"value_label\": \"0.34\", \"support\": 84, \"support_share\": 0.017149857084524295, \"support_rank\": 26}, {\"value_label\": \"0.57\", \"support\": 83, \"support_share\": 0.01694569211923234, \"support_rank\": 27}, {\"value_label\": \"0.62\", \"support\": 68, \"support_share\": 0.013883217639853002, \"support_rank\": 28}, {\"value_label\": \"0.64\", \"support\": 67, \"support_share\": 0.013679052674561045, \"support_rank\": 29}, {\"value_label\": \"0.33\", \"support\": 59, \"support_share\": 0.012045732952225397, \"support_rank\": 30}, {\"value_label\": \"0.32\", \"support\": 54, \"support_share\": 0.011024908125765618, \"support_rank\": 31}, {\"value_label\": \"0.63\", \"support\": 48, \"support_share\": 0.009799918334013884, \"support_rank\": 32}, {\"value_label\": \"0.61\", \"support\": 45, \"support_share\": 0.009187423438138016, \"support_rank\": 33}, {\"value_label\": \"0.68\", \"support\": 44, \"support_share\": 0.00898325847284606, \"support_rank\": 34}, {\"value_label\": \"0.66\", \"support\": 36, \"support_share\": 0.007349938750510413, \"support_rank\": 35}, {\"value_label\": \"0.31\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 36}, {\"value_label\": \"0.67\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 37}, {\"value_label\": \"0.72\", \"support\": 33, \"support_share\": 0.006737443854634545, \"support_rank\": 38}, {\"value_label\": \"0.3\", \"support\": 31, \"support_share\": 0.006329113924050633, \"support_rank\": 39}, {\"value_label\": \"0.69\", \"support\": 30, \"support_share\": 0.006124948958758677, \"support_rank\": 40}, {\"value_label\": \"0.65\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 41}, {\"value_label\": \"0.7\", \"support\": 27, \"support_share\": 0.005512454062882809, \"support_rank\": 42}, {\"value_label\": \"0.75\", \"support\": 22, \"support_share\": 0.00449162923642303, \"support_rank\": 43}, {\"value_label\": \"0.74\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 44}, {\"value_label\": \"0.76\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 45}, {\"value_label\": \"0.78\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 46}, {\"value_label\": \"0.71\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"support_rank\": 47}, {\"value_label\": \"0.29\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 48}, {\"value_label\": \"0.77\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 49}, {\"value_label\": \"0.79\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e9984e60763cc219d475e2005cd4350d4e6a6bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.359596+00:00", + "ended_at": "2026-05-19T16:29:42.364084+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eaa636bb529c2eac", + "problem_id": "v2p_n3_cd52cbfd2fee0584", + "dataset_id": "n3", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_eaa636bb529c2eac.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eb0c80cb93865f78/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eb0c80cb93865f78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75689f21e9416db744b14e2771b81cf43b06f806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eb0c80cb93865f78/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:26.655574+00:00", + "ended_at": "2026-05-19T16:24:34.526371+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eb0c80cb93865f78", + "problem_id": "v2p_n3_4a53d5cdd4121b5a", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eb0c80cb93865f78/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eb0c80cb93865f78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..308cea61ed59f36146c3ba987dd2a9eb7828f038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eb0c80cb93865f78/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:30.072786+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3414.71, "started_at": "2026-05-19T16:24:26.657106+00:00", "ended_at": "2026-05-19T16:24:30.071856+00:00", "prompt_metrics": {"chars": 7925, "bytes_utf8": 7925, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-8ab6-7ca1-9b82-4212706c5a6c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:34.526266+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3450.05, "started_at": "2026-05-19T16:24:31.075141+00:00", "ended_at": "2026-05-19T16:24:34.525254+00:00", "prompt_metrics": {"chars": 7925, "bytes_utf8": 7925, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-9c13-77f0-a95c-0dd92aa48aff\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ec3549258a0711d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ec3549258a0711d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e54634b6aea19a68eaaf5323bf57b85dbb3c931a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ec3549258a0711d3/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:24:34.526850+00:00", + "ended_at": "2026-05-19T16:24:42.181622+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ec3549258a0711d3", + "problem_id": "v2p_n3_86a98a9c0f65c492", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ec3549258a0711d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ec3549258a0711d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df8576213633f485a9ee136473297ec534e4f363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ec3549258a0711d3/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:24:37.699958+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3170.59, "started_at": "2026-05-19T16:24:34.528342+00:00", "ended_at": "2026-05-19T16:24:37.698969+00:00", "prompt_metrics": {"chars": 7922, "bytes_utf8": 7922, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-a975-70e3-b3e9-ca5fa5db6264\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:24:42.181501+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3478.59, "started_at": "2026-05-19T16:24:38.701686+00:00", "ended_at": "2026-05-19T16:24:42.180339+00:00", "prompt_metrics": {"chars": 7922, "bytes_utf8": 7922, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410d-b9a4-7fd3-81d8-a67abc2c41d7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ecbfea8d9a722812/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ecbfea8d9a722812/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a16a44bd82ac52db688cc0df667ecee16e560c32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ecbfea8d9a722812/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:16:19.381625+00:00", + "ended_at": "2026-05-19T16:16:28.955078+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ecbfea8d9a722812", + "problem_id": "v2p_n3_f0879e55a5c49f9c", + "dataset_id": "n3", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "bindings": { + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ecbfea8d9a722812/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ecbfea8d9a722812/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ede2d3d81a527a7fa85976a427a1e34cdfe413d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ecbfea8d9a722812/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:16:22.573982+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3189.65, "started_at": "2026-05-19T16:16:19.383227+00:00", "ended_at": "2026-05-19T16:16:22.572918+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-1b23-7d51-b4f0-cb61ef29b949\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:16:28.954917+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5377.73, "started_at": "2026-05-19T16:16:23.575886+00:00", "ended_at": "2026-05-19T16:16:28.953693+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4106-2bd1-7030-8a7b-eb1c056d57a7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eecc3f99598f1079/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eecc3f99598f1079/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6b0003c08930673cb0f8349382f1ac8a351eb7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eecc3f99598f1079/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:10:34.182224+00:00", + "ended_at": "2026-05-19T16:10:41.529709+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eecc3f99598f1079", + "problem_id": "v2p_n3_c6c6daec002120b8", + "dataset_id": "n3", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eecc3f99598f1079/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eecc3f99598f1079/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2747f26671cd3e790c85e566ea7a452feb552a29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_eecc3f99598f1079/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:10:37.448978+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3264.96, "started_at": "2026-05-19T16:10:34.183293+00:00", "ended_at": "2026-05-19T16:10:37.448278+00:00", "prompt_metrics": {"chars": 7580, "bytes_utf8": 7580, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-d649-7390-b842-0aa5286a89c8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:10:41.529567+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3077.81, "started_at": "2026-05-19T16:10:38.450440+00:00", "ended_at": "2026-05-19T16:10:41.528306+00:00", "prompt_metrics": {"chars": 7580, "bytes_utf8": 7580, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-e70d-7263-b921-38e88b3d72e1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d86e0de9a9171d43329be3e5fd6f78e3fffd52aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:27:19.556218+00:00", + "ended_at": "2026-05-19T16:27:28.027535+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ef68db186a98be99", + "problem_id": "v2p_n3_477e78c8577b6aa8", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35eb7ea6ac17931668e1fa6f62f0cbed2a7f1162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef68db186a98be99/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:27:23.744774+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4185.86, "started_at": "2026-05-19T16:27:19.557883+00:00", "ended_at": "2026-05-19T16:27:23.743780+00:00", "prompt_metrics": {"chars": 7667, "bytes_utf8": 7667, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-2df0-77c1-95bb-dd16ba8ca773\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:27:28.027390+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3280.41, "started_at": "2026-05-19T16:27:24.745823+00:00", "ended_at": "2026-05-19T16:27:28.026284+00:00", "prompt_metrics": {"chars": 7667, "bytes_utf8": 7667, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4110-425a-77f3-a18a-a29e817e44b1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef7ca42a83d919d1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef7ca42a83d919d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53bfc8b3bdd7f38a673a7fc8ca44f1646bd012ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef7ca42a83d919d1/run_manifest.json @@ -0,0 +1,73 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:15:20.867819+00:00", + "ended_at": "2026-05-19T16:15:28.229311+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ef7ca42a83d919d1", + "problem_id": "v2p_n3_a17e9b80d7962194", + "dataset_id": "n3", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "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;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef7ca42a83d919d1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef7ca42a83d919d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4714d3a6161139c436513d0a564971adfe8786e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ef7ca42a83d919d1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:15:24.076115+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3205.83, "started_at": "2026-05-19T16:15:20.869312+00:00", "ended_at": "2026-05-19T16:15:24.075178+00:00", "prompt_metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-3622-79e1-bd26-869648e7ce28\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:15:28.229223+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3151.48, "started_at": "2026-05-19T16:15:25.076944+00:00", "ended_at": "2026-05-19T16:15:28.228460+00:00", "prompt_metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 244, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4105-46a0-7941-be4e-04398b1db9a3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80aea662841c66f8761d35f39a6f07d54192dbf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:02.698497+00:00", + "ended_at": "2026-05-19T16:29:06.233087+00:00", + "elapsed_ms": 3534.55, + "returncode": 1, + "prompt_metrics": { + "chars": 7774, + "bytes_utf8": 7774, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6a42bc928d6dca7e272556568683e1912f0eafe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:29:07.235977+00:00", + "ended_at": "2026-05-19T16:29:10.654490+00:00", + "elapsed_ms": 3418.43, + "returncode": 1, + "prompt_metrics": { + "chars": 7774, + "bytes_utf8": 7774, + "lines": 240, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ccb5c1120a97d415d2b64651eca02b1cf68a312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ccb5c1120a97d415d2b64651eca02b1cf68a312 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,240 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3499984ee73f9f5342d3ea1cabc4a7a2c16039eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-c0f4-7ed1-94bd-efa160c4cd82"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1e08de72f13b257bb6b06583c1a734c001dc731 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-c0f4-7ed1-94bd-efa160c4cd82"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..528dd6115bcc639af67f5ff1d650e2f7d08f6edc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d289-7091-b1ed-237cf306601d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..907b8b07ca7e583efe6d81ad827fba55a11f040b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e4111-d289-7091-b1ed-237cf306601d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..723710413c9134d012f098dac6b6d9b2da5c699f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:02.696792+00:00", + "ended_at": "2026-05-19T16:29:10.655496+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f17925b7ef99ce95", + "problem_id": "v2p_n3_cbe26de27928f0bd", + "dataset_id": "n3", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63b23f5ca68fbbddd23088661604412d3299e291 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f17925b7ef99ce95/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:29:06.234164+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3534.55, "started_at": "2026-05-19T16:29:02.698497+00:00", "ended_at": "2026-05-19T16:29:06.233087+00:00", "prompt_metrics": {"chars": 7774, "bytes_utf8": 7774, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-c0f4-7ed1-94bd-efa160c4cd82\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:29:10.655398+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3418.43, "started_at": "2026-05-19T16:29:07.235977+00:00", "ended_at": "2026-05-19T16:29:10.654490+00:00", "prompt_metrics": {"chars": 7774, "bytes_utf8": 7774, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-d289-7091-b1ed-237cf306601d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f4de576905ef280f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f4de576905ef280f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7587d02fe03fca9159daa53e4dc8e6ab9f77a160 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f4de576905ef280f/run_manifest.json @@ -0,0 +1,71 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:16.411762+00:00", + "ended_at": "2026-05-19T16:13:24.796525+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f4de576905ef280f", + "problem_id": "v2p_n3_88492e6ed78bda8c", + "dataset_id": "n3", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "item_col": "volatile acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f4de576905ef280f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f4de576905ef280f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c34ccada7f3b9de481afd722087dc9774e360942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f4de576905ef280f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:20.795258+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4381.59, "started_at": "2026-05-19T16:13:16.412879+00:00", "ended_at": "2026-05-19T16:13:20.794497+00:00", "prompt_metrics": {"chars": 8107, "bytes_utf8": 8107, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-4fea-7db1-8374-00dde3bfcf56\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:24.796378+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2998.96, "started_at": "2026-05-19T16:13:21.796232+00:00", "ended_at": "2026-05-19T16:13:24.795228+00:00", "prompt_metrics": {"chars": 8107, "bytes_utf8": 8107, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-6502-7030-8eee-5605f14ccda8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f8f0690b0524da65/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f8f0690b0524da65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9aefbf41df0e6eafe119fb2cdcfe079bcea00d84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f8f0690b0524da65/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:17:33.436824+00:00", + "ended_at": "2026-05-19T16:17:40.919850+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f8f0690b0524da65", + "problem_id": "v2p_n3_d52d664e0f828ff1", + "dataset_id": "n3", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f8f0690b0524da65/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f8f0690b0524da65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6495106343f1514d10ba4ea21b4448089fbdf513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_f8f0690b0524da65/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:17:36.848521+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3409.29, "started_at": "2026-05-19T16:17:33.438359+00:00", "ended_at": "2026-05-19T16:17:36.847684+00:00", "prompt_metrics": {"chars": 8235, "bytes_utf8": 8235, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-3c63-7430-957d-1003c5f87ffa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:17:40.919737+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3068.4, "started_at": "2026-05-19T16:17:37.850215+00:00", "ended_at": "2026-05-19T16:17:40.918686+00:00", "prompt_metrics": {"chars": 8235, "bytes_utf8": 8235, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4107-4dab-7ea0-a3a1-8701f60e9273\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fa20e706dd48a06f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fa20e706dd48a06f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b1e8d6c31579341d9e224881cd1e44ca68b64d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fa20e706dd48a06f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:19:15.768853+00:00", + "ended_at": "2026-05-19T16:19:26.103371+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fa20e706dd48a06f", + "problem_id": "v2p_n3_641031262df6fce6", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=density.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fa20e706dd48a06f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fa20e706dd48a06f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ae09069826ca86e036f36a3fe7f78bce571bc2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fa20e706dd48a06f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:19.631877+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3860.94, "started_at": "2026-05-19T16:19:15.770194+00:00", "ended_at": "2026-05-19T16:19:19.631164+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-cbf4-78c2-91ae-5cfd398e370c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:26.103278+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 5469.67, "started_at": "2026-05-19T16:19:20.632784+00:00", "ended_at": "2026-05-19T16:19:26.102484+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-deae-7371-8fc9-b2e745da119d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4468949e94e9d23cdb1694010b2b4873a66b12c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:13:24.797145+00:00", + "ended_at": "2026-05-19T16:13:33.268833+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fb56a3deb657d80e", + "problem_id": "v2p_n3_3c621c609fbeac26", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=36" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63df6fccb9c1d383c6cd57b858decfe7a86be71b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb56a3deb657d80e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:13:29.190445+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 4390.41, "started_at": "2026-05-19T16:13:24.799228+00:00", "ended_at": "2026-05-19T16:13:29.189668+00:00", "prompt_metrics": {"chars": 8481, "bytes_utf8": 8481, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-70b9-73d0-8b9a-bf8b81722768\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:13:33.268747+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3076.08, "started_at": "2026-05-19T16:13:30.191924+00:00", "ended_at": "2026-05-19T16:13:33.268045+00:00", "prompt_metrics": {"chars": 8481, "bytes_utf8": 8481, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4103-85d1-7d91-b438-1cef55ae034c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb595ade847e371f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb595ade847e371f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4c83ab91dbaadbc68c7ec6a9702ed9c76c77bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb595ade847e371f/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:26.966903+00:00", + "ended_at": "2026-05-19T16:09:34.621007+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fb595ade847e371f", + "problem_id": "v2p_n3_5ec254d81c719131", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb595ade847e371f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb595ade847e371f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97d915f032a59d18c8af48ec4bbb40e5118961df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fb595ade847e371f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:30.329728+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3360.2, "started_at": "2026-05-19T16:09:26.968004+00:00", "ended_at": "2026-05-19T16:09:30.328236+00:00", "prompt_metrics": {"chars": 7690, "bytes_utf8": 7690, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-cfb9-74f0-b379-1f3509478db7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:34.620908+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3288.03, "started_at": "2026-05-19T16:09:31.331855+00:00", "ended_at": "2026-05-19T16:09:34.619936+00:00", "prompt_metrics": {"chars": 7690, "bytes_utf8": 7690, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-e0e1-7462-884f-4b4e77f7de41\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26c0532649e943786f21a5fda96078669df848c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"residual sugar": "1.2", "support": 187, "avg_response": 0.2539572192513369}, {"residual sugar": "1.4", "support": 184, "avg_response": 0.26364130434782607}, {"residual sugar": "1.6", "support": 165, "avg_response": 0.2576969696969697}, {"residual sugar": "1.3", "support": 147, "avg_response": 0.25227891156462584}, {"residual sugar": "1.1", "support": 146, "avg_response": 0.24808219178082191}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..736e442fc89d92b6c785c442226a03293d4c0076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_fbaf78096cab9ea2 +-- problem_id: v2p_n3_95f2b10312d7dc3c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ede5712d139a73c096ce2e4ff88eb91d797b3d93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_fbaf78096cab9ea2\n-- problem_id: v2p_n3_95f2b10312d7dc3c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_fbaf78096cab9ea2\\n-- problem_id: v2p_n3_95f2b10312d7dc3c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 0.2539572192513369}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 0.26364130434782607}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 0.2576969696969697}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 0.25227891156462584}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 0.24808219178082191}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 0.25503521126760564}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 0.26601010101010103}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 0.25257575757575756}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 0.25016129032258067}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 0.27284810126582276}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 0.27364406779661016}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 0.27464285714285713}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 0.27725490196078434}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 0.3131395348837209}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 0.2445238095238095}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 0.2863414634146342}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 0.2798780487804878}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 0.29175}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 0.270375}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 0.258}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 0.28717948717948716}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 0.2653846153846154}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 0.3232894736842105}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 0.2910526315789474}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 0.31125}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 0.2897222222222222}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 0.28111111111111114}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 0.29714285714285715}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 0.27885714285714286}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 0.30455882352941177}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 0.27794117647058825}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 0.2701470588235294}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 0.3003030303030303}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 0.2692424242424242}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 0.2721875}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 0.2553125}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 0.33483870967741935}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 0.3229032258064516}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 0.3183870967741936}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 0.30741935483870964}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 0.2795161290322581}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 0.3065}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 0.29433333333333334}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 0.27949999999999997}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 0.3206896551724138}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 0.2963793103448276}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 0.2920689655172414}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 0.2789655172413793}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 0.3269642857142857}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 0.30589285714285713}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..777f5a49dfcc49b2fd6c21f6137c4ca03da7d96c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.382956+00:00", + "ended_at": "2026-05-19T16:29:42.386771+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fbaf78096cab9ea2", + "problem_id": "v2p_n3_95f2b10312d7dc3c", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fbaf78096cab9ea2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbaf78096cab9ea2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbc1ba04f7863c05/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbc1ba04f7863c05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3332570bdd887aaa8a5890a92c399cdc2af01dd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbc1ba04f7863c05/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:09:05.173040+00:00", + "ended_at": "2026-05-19T16:09:12.288741+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fbc1ba04f7863c05", + "problem_id": "v2p_n3_e13770d949214489", + "dataset_id": "n3", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbc1ba04f7863c05/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbc1ba04f7863c05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bb557c0fa9f5e12a5b622e498ec5a20945893ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fbc1ba04f7863c05/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:09:08.338408+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3163.41, "started_at": "2026-05-19T16:09:05.174227+00:00", "ended_at": "2026-05-19T16:09:08.337664+00:00", "prompt_metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-7a90-7670-be76-30b389424466\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:09:12.288637+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2946.6, "started_at": "2026-05-19T16:09:09.340226+00:00", "ended_at": "2026-05-19T16:09:12.286887+00:00", "prompt_metrics": {"chars": 7672, "bytes_utf8": 7672, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40ff-8ad1-7020-9c0b-dda84202c0c7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd1f7af40a1b37a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd1f7af40a1b37a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d128a9033c1fe13f79b56da2dcdf20855e4c6662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd1f7af40a1b37a5/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:23:33.256512+00:00", + "ended_at": "2026-05-19T16:23:44.167946+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fd1f7af40a1b37a5", + "problem_id": "v2p_n3_0217661f40e4aa0f", + "dataset_id": "n3", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd1f7af40a1b37a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd1f7af40a1b37a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb8509a492aff6a723c79d6d95f167f1b4c71918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd1f7af40a1b37a5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:23:39.678428+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 6412.23, "started_at": "2026-05-19T16:23:33.264872+00:00", "ended_at": "2026-05-19T16:23:39.677216+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-ba0e-7f83-989e-7f93ef6b3d40\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:23:44.167760+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3485.4, "started_at": "2026-05-19T16:23:40.680741+00:00", "ended_at": "2026-05-19T16:23:44.166206+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410c-d6e6-7483-a08f-b365e6b50baf\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd35e3b40a3a13b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd35e3b40a3a13b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abf800d82096504a91ada8ec95567af701a3ea32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd35e3b40a3a13b5/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:26:35.092519+00:00", + "ended_at": "2026-05-19T16:26:42.268594+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fd35e3b40a3a13b5", + "problem_id": "v2p_n3_4258928c2ad565bf", + "dataset_id": "n3", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd35e3b40a3a13b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd35e3b40a3a13b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07ffa86d06bf5da4e1168ff85ffd808a27fa889d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fd35e3b40a3a13b5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:26:38.451078+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3355.98, "started_at": "2026-05-19T16:26:35.093961+00:00", "ended_at": "2026-05-19T16:26:38.449979+00:00", "prompt_metrics": {"chars": 7667, "bytes_utf8": 7667, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-8036-77a3-8b6e-9909c1177fc7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:26:42.268482+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2814.8, "started_at": "2026-05-19T16:26:39.452411+00:00", "ended_at": "2026-05-19T16:26:42.267256+00:00", "prompt_metrics": {"chars": 7667, "bytes_utf8": 7667, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e410f-914c-75d1-9d8a-b23dab627717\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7368bb962176293e4a689c3750275d43bf540ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 2198, "support_share": 0.44875459371171905, "cumulative_support": 2198}, {"value_label": "5", "support": 1457, "support_share": 0.2974683544303797, "cumulative_support": 3655}, {"value_label": "7", "support": 880, "support_share": 0.17966516945692118, "cumulative_support": 4535}, {"value_label": "8", "support": 175, "support_share": 0.03572886892609228, "cumulative_support": 4710}, {"value_label": "4", "support": 163, "support_share": 0.03327888934258881, "cumulative_support": 4873}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..557faff922f0b1c6075d151b4cd1e82c65d7a599 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_fefd08987c3f57c3 +-- problem_id: v2p_n3_656e01b70b1c576e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e62fef2628d092c1e38f50cc3d119342afb850b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n3_fefd08987c3f57c3\n-- problem_id: v2p_n3_656e01b70b1c576e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"quality\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"quality\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n3_fefd08987c3f57c3\\n-- problem_id: v2p_n3_656e01b70b1c576e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"quality\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"6\", \"support\": 2198, \"support_share\": 0.44875459371171905, \"cumulative_support\": 2198}, {\"value_label\": \"5\", \"support\": 1457, \"support_share\": 0.2974683544303797, \"cumulative_support\": 3655}, {\"value_label\": \"7\", \"support\": 880, \"support_share\": 0.17966516945692118, \"cumulative_support\": 4535}, {\"value_label\": \"8\", \"support\": 175, \"support_share\": 0.03572886892609228, \"cumulative_support\": 4710}, {\"value_label\": \"4\", \"support\": 163, \"support_share\": 0.03327888934258881, \"cumulative_support\": 4873}, {\"value_label\": \"3\", \"support\": 20, \"support_share\": 0.004083299305839118, \"cumulative_support\": 4893}, {\"value_label\": \"9\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4898}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.53}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46e42f834d363772466eb0e726f09a92d72b1a8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.350665+00:00", + "ended_at": "2026-05-19T16:29:42.354246+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fefd08987c3f57c3", + "problem_id": "v2p_n3_656e01b70b1c576e", + "dataset_id": "n3", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=quality.", + "bindings": { + "group_col": "quality" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fefd08987c3f57c3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fefd08987c3f57c3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef62850393a502a878dc4693921b4f7ed8eb325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"fixed acidity": "6.8", "support": 308, "avg_response": 0.2689285714285714}, {"fixed acidity": "6.6", "support": 290, "avg_response": 0.28722413793103446}, {"fixed acidity": "6.4", "support": 280, "avg_response": 0.27275}, {"fixed acidity": "6.9", "support": 241, "avg_response": 0.2856224066390041}, {"fixed acidity": "6.7", "support": 236, "avg_response": 0.2829872881355932}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..428a63b58baedc7fa29eeaff24a876cb7497dc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_ffdd4435959491a1 +-- problem_id: v2p_n3_89f37f785db3b213 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f067710ef9685382d3669e786ca1bef2cc39f1fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_f\n-- sql_source_dataset_id: n3\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n3_ffdd4435959491a1\n-- problem_id: v2p_n3_89f37f785db3b213\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_f\\n-- sql_source_dataset_id: n3\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n3_ffdd4435959491a1\\n-- problem_id: v2p_n3_89f37f785db3b213\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 0.2689285714285714}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 0.28722413793103446}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 0.27275}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 0.2856224066390041}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 0.2829872881355932}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 0.2592241379310345}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 0.27566666666666667}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 0.272621359223301}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 0.27855}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 0.254819587628866}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 0.284921875}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 0.27867021276595744}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 0.2769021739130435}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 0.2627528089887641}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 0.2908709677419355}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 0.28500000000000003}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 0.27166666666666667}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 0.28173553719008265}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 0.28936893203883496}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 0.2993010752688172}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 0.28193548387096773}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 0.2635795454545455}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 0.29775}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 0.2696621621621622}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 0.2600704225352113}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 0.29598214285714286}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 0.27321428571428574}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 0.2526923076923077}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 0.27685714285714286}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 0.2253125}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 0.25806451612903225}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 0.33232142857142855}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 0.30160714285714285}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 0.34555555555555556}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 0.2806}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 0.320625}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 0.2965217391304348}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 0.2723809523809524}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 0.28}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 0.30500000000000005}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 0.26875}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 0.29}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 0.25363636363636366}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 0.28944444444444445}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 0.40375}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 0.34214285714285714}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 0.33666666666666667}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 0.47800000000000004}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 0.327}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.43}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36877a5c40adaa430403c4752417feb48ecc7de8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:29:42.368853+00:00", + "ended_at": "2026-05-19T16:29:42.373475+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ffdd4435959491a1", + "problem_id": "v2p_n3_89f37f785db3b213", + "dataset_id": "n3", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=volatile acidity, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "volatile acidity", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ffdd4435959491a1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7112589b9d732e9b318eedc8d4749d504d26a463 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_f", + "dataset_id": "n3", + "started_at": "2026-05-19T16:19:26.103746+00:00", + "ended_at": "2026-05-19T16:19:37.059761+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fffacd42754ef7f8", + "problem_id": "v2p_n3_0feda2591fe4ab7f", + "dataset_id": "n3", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=density.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36fd5d66c019a898ffed8318ffddb528d3f4b711 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_fffacd42754ef7f8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:19:28.899563+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 2793.94, "started_at": "2026-05-19T16:19:26.104843+00:00", "ended_at": "2026-05-19T16:19:28.898811+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4108-f42d-70f0-99d5-e1839f379566\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:19:37.059671+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 7158.33, "started_at": "2026-05-19T16:19:29.900539+00:00", "ended_at": "2026-05-19T16:19:37.058905+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4109-0303-7cc0-86e6-0ec96e24e9c3\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_17f5d523d180b098.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_17f5d523d180b098.sql new file mode 100644 index 0000000000000000000000000000000000000000..cefa6179446370154ee7abf23ae28aa8eb437429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_17f5d523d180b098.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_17f5d523d180b098 +-- problem_id: v2p_n3_e7dda2768de1e35e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_285ab24f2c15fd16.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_285ab24f2c15fd16.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ce4c11b861ab828f74ac20dd93bddd23d72ed96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_285ab24f2c15fd16.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_285ab24f2c15fd16 +-- problem_id: v2p_n3_52ddacaeafb67d96 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e5d4e990464edef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e5d4e990464edef.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ef6e720707740b11c378add69ff869d1182c10c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e5d4e990464edef.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_3e5d4e990464edef +-- problem_id: v2p_n3_fbfedf417932071b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e87d78b174e705c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e87d78b174e705c.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc42bee8a6d2f16815e596aefb4a988a7316b654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_3e87d78b174e705c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_3e87d78b174e705c +-- problem_id: v2p_n3_d700db3a656dce6d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_435e10956045a022.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_435e10956045a022.sql new file mode 100644 index 0000000000000000000000000000000000000000..efb7f1b471a20eaa3567ecdbea3ab424ccc8fe75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_435e10956045a022.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_435e10956045a022 +-- problem_id: v2p_n3_13035c505213a470 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_705f282716c04806.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_705f282716c04806.sql new file mode 100644 index 0000000000000000000000000000000000000000..01a2964a6f4b629a5203c65a332e985db55ee0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_705f282716c04806.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_705f282716c04806 +-- problem_id: v2p_n3_42a76519d1bbf932 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_807cb85b7f0ee775.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_807cb85b7f0ee775.sql new file mode 100644 index 0000000000000000000000000000000000000000..158ba772c4adddfc27a54e64eb2153089535c76f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_807cb85b7f0ee775.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_807cb85b7f0ee775 +-- problem_id: v2p_n3_9f8599dc11fb7e33 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_8df91c80964443c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_8df91c80964443c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e3207f285c5e9ad7082f18bff21ae3e4c18a002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_8df91c80964443c1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_8df91c80964443c1 +-- problem_id: v2p_n3_a565e95f4ca2a7ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_9a45de9077f2643e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_9a45de9077f2643e.sql new file mode 100644 index 0000000000000000000000000000000000000000..55c68053393ecaadc6f0b93d8e912def324eee22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_9a45de9077f2643e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_9a45de9077f2643e +-- problem_id: v2p_n3_b0afa68a8f94798e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_a80cab4e6232ccdd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_a80cab4e6232ccdd.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d029d379b85f26700cd565b3dfd2b91dddb0ac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_a80cab4e6232ccdd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_a80cab4e6232ccdd +-- problem_id: v2p_n3_fc13076e7aeaac91 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ad6857cc41dc7b42.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ad6857cc41dc7b42.sql new file mode 100644 index 0000000000000000000000000000000000000000..18b92c2a600ba7e7da58c97e7145b4729741624d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ad6857cc41dc7b42.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_ad6857cc41dc7b42 +-- problem_id: v2p_n3_111cf2edaefc0063 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_b56e9824c64ef196.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_b56e9824c64ef196.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fd8efeec2a0f99e0cc4913aa5347413e9490da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_b56e9824c64ef196.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_b56e9824c64ef196 +-- problem_id: v2p_n3_6929d784dee0002a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d172dc18b4f877c4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d172dc18b4f877c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..4159e265b0785e7bec279d89fe4e6c647ec0af88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d172dc18b4f877c4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_d172dc18b4f877c4 +-- problem_id: v2p_n3_e7bab1ac5b2581f4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d2f3200d218f7172.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d2f3200d218f7172.sql new file mode 100644 index 0000000000000000000000000000000000000000..756c3b2d21ccad96c7f40aca0ce23eb8c8315d4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_d2f3200d218f7172.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_d2f3200d218f7172 +-- problem_id: v2p_n3_bfa4688210c8a6a6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_eaa636bb529c2eac.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_eaa636bb529c2eac.sql new file mode 100644 index 0000000000000000000000000000000000000000..357084deb3722c801d1afb2c8969203c55927869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_eaa636bb529c2eac.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n3_eaa636bb529c2eac +-- problem_id: v2p_n3_cd52cbfd2fee0584 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fbaf78096cab9ea2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fbaf78096cab9ea2.sql new file mode 100644 index 0000000000000000000000000000000000000000..736e442fc89d92b6c785c442226a03293d4c0076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fbaf78096cab9ea2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_fbaf78096cab9ea2 +-- problem_id: v2p_n3_95f2b10312d7dc3c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fefd08987c3f57c3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fefd08987c3f57c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..557faff922f0b1c6075d151b4cd1e82c65d7a599 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_fefd08987c3f57c3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n3_fefd08987c3f57c3 +-- problem_id: v2p_n3_656e01b70b1c576e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ffdd4435959491a1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ffdd4435959491a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..428a63b58baedc7fa29eeaff24a876cb7497dc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/sql/v2q_n3_ffdd4435959491a1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_f +-- sql_source_dataset_id: n3 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n3_ffdd4435959491a1 +-- problem_id: v2p_n3_89f37f785db3b213 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC;