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Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_1.metadata.json

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+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex 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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_attempt_2.metadata.json

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+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex 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"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0516f68e28c29ebe/cli/sql_prompt_attempt_1.txt

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+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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."}}

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."}}

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."}}

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."}}

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"
+}

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"
+}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.raw.txt

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+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_1.txt

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+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11efcbae1023ca09/cli/sql_response_attempt_2.raw.txt

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+{"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."}}

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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1429c26d6fc0f93a/cli/sql_attempt_1.metadata.json

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+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex 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"
+}

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"
+}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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."}}

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."}}

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."}}

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."}}

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"
+}

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"
+}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.raw.txt

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+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_1.txt

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+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.raw.txt

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+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/cli/sql_response_attempt_2.txt

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+{"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."}}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_1.metadata.json

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+{
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+  "phase": "sql_generation",
+  "command": "codex 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",
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+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/cli/sql_attempt_2.metadata.json

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+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
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+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_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:
+{}

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."}}

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."}}

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."}}

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."}}